CN109245796B - Method and device for generating data - Google Patents

Method and device for generating data Download PDF

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CN109245796B
CN109245796B CN201710533756.6A CN201710533756A CN109245796B CN 109245796 B CN109245796 B CN 109245796B CN 201710533756 A CN201710533756 A CN 201710533756A CN 109245796 B CN109245796 B CN 109245796B
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sequence set
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CN109245796A (en
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李卫敏
袁志锋
戴建强
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ZTE Corp
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7073Synchronisation aspects
    • H04B1/7075Synchronisation aspects with code phase acquisition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7073Synchronisation aspects
    • H04B1/7075Synchronisation aspects with code phase acquisition
    • H04B1/70756Jumping within the code, i.e. masking or slewing
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7097Interference-related aspects
    • H04B1/7103Interference-related aspects the interference being multiple access interference
    • H04B1/7105Joint detection techniques, e.g. linear detectors
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7097Interference-related aspects
    • H04B1/7103Interference-related aspects the interference being multiple access interference
    • H04B1/7105Joint detection techniques, e.g. linear detectors
    • H04B1/71052Joint detection techniques, e.g. linear detectors using decorrelation matrix
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04JMULTIPLEX COMMUNICATION
    • H04J13/00Code division multiplex systems
    • H04J13/10Code generation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W74/00Wireless channel access
    • H04W74/08Non-scheduled access, e.g. ALOHA

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Abstract

The invention provides a method and a device for generating data, wherein the method comprises the following steps: acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set; processing the first data by using the third sequence to generate second data; the second sequence is obtained by processing the fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing the second sequence set, or the second sequence is obtained from a preset sequence set; the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set. The invention solves the design problem of the code or the sequence when the scheduling-free transmission and the non-orthogonal multiple access are realized based on the code or the sequence in the related technology.

Description

Method and device for generating data
Technical Field
The present invention relates to the field of wireless communication technologies, and in particular, to a method and an apparatus for generating data.
Background
Application scenarios of the fifth Generation (5th-Generation, 5G) Communication technology and the future Communication technology in the related art include enhanced Mobile Broadband (eMBB), mass Machine Type Communication (mtc), high Reliability Low Latency Communication (URLLC). The eMBB scene is used for supporting a mobile broadband, and the main service requirements are large data packet transmission, high data rate and high spectrum efficiency; an mtc scenario is used to support mass device communication, main service requirements are mass devices and small data packet transmission, and a design target determined by the current International Telecommunications Union (ITU) and third Generation Partnership Project (3rd Generation Partnership Project, 3GPP) for a 5G mtc scenario is to support a connection density of 100 ten thousand devices per square kilometer; the URLLC scenario is used to support high-reliability low-delay communications, and the main service requirements are high-reliability low-delay transmission.
For the requirements of mass equipment and small data packet transmission in an mMTC scene and the requirements of high reliability and low time delay transmission in a URLLC scene, the traditional communication flow design based on terminal random access, base station scheduling control and the like cannot be met, and the main reasons are that the capacity of system access equipment is limited, the time consumption of the access and data transmission process is long, the signaling overhead is large and the like.
To meet these 5G communication technology needs and similar needs of future communication technologies, applicants have discovered that: it is contemplated that a scheduling-free based transmission method may be employed. When the terminal equipment needs to send data, the data can be sent, and a long and complicated random access process and a scheduling control process are omitted, so that the transmission delay and the signaling overhead can be greatly reduced.
In order to improve the utilization efficiency of the transmission resources, a plurality of users may be allowed to share the same transmission resources (e.g., time-frequency resource blocks) to perform Non-Orthogonal multiplexing, thereby implementing Non-Orthogonal Multiple Access (NOMA). The multiple users are accessed in a non-orthogonal way, which is equivalent to collision of transmission resources used by the users, and in order to ensure the performance of the multi-user non-orthogonal multiplexing transmission, an advanced receiver, such as an interference cancellation receiver, is required to be adopted.
Further, it is also contemplated to implement multiuser scheduling-free transmission based on codes or sequences, as well as non-orthogonal access. For example, a plurality of users spread their data to be transmitted by using spreading codes or spreading sequences with low cross-correlation and then transmit the data on the same transmission resource, so that the detection performance of the users can be ensured by the spreading codes with low cross-correlation. However, the user data needs to occupy more resources after being subjected to sequence spreading, for example, the spreading sequence length is L, and in order to accommodate the spread information, the transmission resource needs to be increased by L times. If the spreading code with low cross correlation is adopted, compared with the non-spreading mode, the spreading code with low cross correlation can support K × L times of users to transmit on the same transmission resource, it can be considered that the spreading code with low cross correlation can achieve K times of user overload rate, that is, the spreading code with low cross correlation has the potential to improve the system spectrum efficiency by times.
Therefore, the scheduling-free transmission and the non-orthogonal access of multiple users are realized based on the codes or the sequences, the multi-user detection performance is favorably ensured, and the spectrum efficiency of the system can be improved while the low-delay access is realized. The design of codes or sequences is very important, for example, a certain number of codes or sequences with low cross-correlation are beneficial to ensuring the performance of scheduling-free transmission and non-orthogonal access, and are beneficial to controlling the complexity of a system, so that efficient scheduling-free transmission and non-orthogonal access can be realized.
Currently, 3GPP organizations are studying to evaluate New Radio Access Technology (NR or New RAT) meeting the 5G requirements, and the transmission Technology based on the schedule-free, non-orthogonal multiple Access NOMA is a popular candidate for mtc, URLLC, eMBB, etc. scenarios, and 3GPP agrees to have non-orthogonal multiple Access NOMA as an issue at RAN #75 conference in 3 months of 2017.
However, NR has not determined the scheme of scheduling-free transmission and non-orthogonal multiple access adopted by NR, for example, whether to adopt code-based or sequence-based scheme for scheduling-free transmission and non-orthogonal multiple access, how to design specific codes or sequences, and the like.
An effective solution has not been found to the above technical problems in the related art.
Disclosure of Invention
Embodiments of the present invention provide a method and an apparatus for generating data, so as to at least solve the problem of designing a code or a sequence when scheduling-free transmission and non-orthogonal multiple access are implemented based on the code or the sequence in the related art.
According to an embodiment of the present invention, there is provided a method of generating data, including: acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set; processing the first data using the third sequence to generate second data; the second sequence is obtained by processing a fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing a second sequence set, or the second sequence is obtained from a preset sequence set; the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set.
Optionally, the first sequence is one of: a Hadamard sequence of length L; obtaining a vector with the length of L from a Hadamard matrix; acquiring a sequence with the length of L from the Hadamard code sequence set; obtaining a sequence with the length of L according to a Hadamard sequence generation method; walsh sequences of length L; obtaining sequences with length L from a Walsh sequence set; a sequence of length L obtained according to a Walsh sequence generation method; wherein the Hadamard matrix comprises L vectors with length L, the Hadamard sequence set comprises L sequences with length L, and the Walsh sequence set comprises L sequences with length L; wherein L is an integer greater than 1.
Optionally, the fourth sequence is one of: a length L hadamard code sequence; obtaining a vector with the length of L from a Hadamard matrix; acquiring a sequence with the length of L from the Hadamard code sequence set; obtaining a sequence with the length of L according to a Hadamard sequence generation method; a walsh sequence of length L; obtaining sequences with length L from a Walsh sequence set; a sequence of length L obtained according to a Walsh sequence generation method; wherein the Hadamard matrix comprises L vectors with length L, the Hadamard sequence set comprises L sequences with length L, and the Walsh sequence set comprises L sequences with length L; wherein L is an integer greater than 1.
Optionally, processing the fourth sequence to obtain the second sequence includes one of: processing the first specified element of the fourth sequence to generate a fifth sequence, and then processing the second specified element of the fifth sequence to obtain the second sequence; and processing the third specified element of the fourth sequence to obtain the second sequence.
Optionally, the processing the first specified element of the fourth sequence includes one of: transforming a first specified element of the fourth sequence to 1i, -1i,1 or a first specified value; multiplying a first specified element of the fourth sequence by 1i, -1i, or a second specified value; phase adjustment or rotation of a x pi, or multiplication by exp (i x a pi), of the first designated element of the fourth sequence; wherein the first specified element comprises: an element with an element value of-1, or an element with an element value not of 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; where a is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the processing a second specified element of the fifth sequence includes one of: multiplying a second specified element of the fifth sequence by-1 or a third specified value; performing phase adjustment or rotation of b x pi on the second designated element of the fifth sequence, or multiplying by exp (i x b x pi); transforming a second specified element of the fifth sequence to a fourth specified value; determining a value of the second specified element from a fourth specified element of the fifth sequence; wherein the second specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; wherein the fourth specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules; where b is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the determining a value of the second specified element according to the fourth specified element of the fifth sequence includes one of: taking the product of the powers of 3 of the elements contained in the fourth specified element of the fifth sequence as the value of the second specified element; taking a product of a square of an element included in a fourth specified element of the fifth sequence and a fifth specified value as a value of the second specified element.
Optionally, the processing a third specified element of the fourth sequence includes one of: phase adjusting or rotating c x pi, or multiplying by exp (i x c x pi), of a third specified element of the fourth sequence; multiplying a third specified element of the fourth sequence by a fifth specified element of the fourth sequence; multiplying a third specified element of the fourth sequence by a sixth specified value; wherein the third specified element comprises: an element whose element value is not 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; wherein the fifth specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules; where c is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the second set of sequences comprises one of: a hadamard matrix comprising L vectors of length L; a set of hadamard code sequences comprising L sequences of length L; a set of walsh sequences comprising L sequences of length L; wherein L is an integer greater than 1.
Optionally, the third sequence set obtained by processing the second sequence set includes one of: processing a sixth specified element of each sequence in the second sequence set to generate a fourth sequence set, and then processing a seventh specified element of each sequence in the fourth sequence set to obtain a third sequence set; and processing the eighth specified element of each sequence in the second sequence set to obtain the third sequence set.
Optionally, the processing a sixth specified element of each sequence in the second sequence set includes one of: transforming the sixth specified element of each sequence in the second set of sequences to a 1i, -1i,1, or seventh specified value; multiplying a sixth specified element of each sequence in the second set of sequences by 1i, -1i, or an eighth specified value; adjusting or rotating the phase of d x pi, or multiplying by exp (i x d x pi), of the sixth designated element of each sequence in the second set of sequences; wherein the sixth specifying element includes: an element with an element value of-1, or an element with an element value not of 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; where d is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the processing a seventh specified element of each sequence in the fourth sequence set includes one of: multiplying a seventh specified element of each sequence in the fourth set of sequences by-1 or a ninth specified value; performing e × pi phase adjustment or rotation on the seventh designated element of each sequence in the fourth sequence set, or multiplying by exp (i × e × pi); transforming a seventh specified element of each sequence in the fourth set of sequences to a tenth specified value; determining a value of a seventh designated element of a corresponding sequence in the fourth sequence set according to a ninth designated element of each sequence in the fourth sequence set; wherein the seventh specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules; wherein the ninth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; where e is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the determining a value of a seventh specified element of each sequence in the fourth set of sequences from a ninth specified element of the respective sequence in the fourth set of sequences comprises one of: taking the product of the powers of 3 of each element contained in the ninth specified element of each sequence in the fourth sequence set as the value of the seventh specified element of the corresponding sequence in the fourth sequence set; taking the product of the square of the element contained in the ninth specified element of each sequence in the fourth sequence set and the eleventh specified value as the value of the seventh specified element of the corresponding sequence in the fourth sequence set.
Optionally, the processing an eighth specified element of each sequence in the second sequence set includes one of: phase adjusting or rotating f x pi of the eighth designated element of each sequence in the second set of sequences, or multiplying by exp (i x f x pi); multiplying the eighth specified element of each sequence in the second set of sequences by the tenth specified element of the corresponding sequence in the second set of sequences; multiplying an eighth specified element of each sequence in the second set of sequences by a twelfth specified value; wherein the eighth specified element includes: an element whose element value is not 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; wherein the tenth specified element comprises: elements indicated by the system preset index or elements determined according to system preset rules; where f is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Optionally, the second set of sequences comprises one of: the preset sequence set is a sequence set identical to the third sequence set;
or, the preset sequence set is a sequence set shown in table 1:
table 1
Figure BDA0001340035510000071
Wherein, the column 1 of the table is a sequence index, the row 2 of the table is a sequence element index, the columns 2 to 4 from the row 3 are sequence elements, for example, the sequence element of the sequence with the sequence index of 0 includes {1, 1, 1}, and the sequence element indexes are 0, 1, 2 respectively.
Or, the preset sequence set is a sequence set shown in table 2:
table 2
Figure BDA0001340035510000072
Or, the preset sequence set is a sequence set shown in table 3:
table 3
Figure BDA0001340035510000073
Or, the preset sequence set is a sequence set shown in table 4:
table 4
Figure BDA0001340035510000081
Where i is an imaginary unit and i is sqrt (-1), sqrt () is a square root operation.
Optionally, the obtaining a third sequence according to the first sequence and the second sequence includes: and performing dot product processing on the first sequence and the second sequence to obtain the third sequence.
Optionally, obtaining the first sequence set according to the second sequence set and the third sequence set, where the obtaining includes one of: performing dot product operation on each sequence in the second sequence set and each sequence in the third sequence set in sequence to obtain all sequences to form the first sequence set; and performing multiplication operation on a matrix obtained by diagonalizing each sequence in the third sequence set and a matrix formed by the second sequence set to obtain all sequence sets, wherein the sequence sets form the first sequence set.
Optionally, the first set of sequences comprises one of: the first sequence set is the same as a sequence set obtained according to the second sequence set and the third sequence set;
or, the first sequence set is a sequence set shown in table 5:
5th Table
Figure BDA0001340035510000091
Or, the first sequence set is a sequence set shown in table 6:
6 th Table
Figure BDA0001340035510000092
Figure BDA0001340035510000101
Where i is an imaginary unit and i is sqrt (-1), sqrt () is a square root operation.
Optionally, the processing the first data by using the third sequence to generate second data includes: performing specified processing on the first data by using the third sequence to generate second data; wherein the specifying process includes at least one of: the method comprises the following steps of expansion processing, mapping processing, modulation processing, despreading processing, demapping processing, demodulation processing and system presetting processing.
According to another embodiment of the present invention, there is provided an apparatus for generating data, including: an obtaining module, configured to obtain a third sequence according to the first sequence and the second sequence, or obtain the third sequence from the first sequence set; the processing module is used for processing the first data by using the third sequence to generate second data; the second sequence is obtained by processing a fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing a second sequence set, or the second sequence is obtained from a preset sequence set; the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set.
According to still another embodiment of the present invention, there is also provided a storage medium. The storage medium is configured to store program code for performing the steps of:
acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set;
processing the first data using the third sequence to generate second data;
the second sequence is obtained by processing a fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing a second sequence set, or the second sequence is obtained from a preset sequence set;
the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set.
According to the embodiment of the invention, the used third sequence can be obtained according to the first sequence and the second sequence, or can be obtained from the first sequence set obtained according to the second sequence set and the third sequence set, wherein the second sequence set can be a Hadamard sequence set, so that the design problem of codes or sequences when scheduling-free transmission and non-orthogonal multiple access are realized based on the codes or sequences in the related technology can be solved; meanwhile, any two different sequences acquired and used in the embodiment of the invention are orthogonal or low-cross-correlation, and any two sequences in the first sequence set are orthogonal or low-cross-correlation, so that the embodiment of the invention can obtain good performance by using the acquired sequences, and in addition, the embodiment of the invention has lower sequence storage requirement and lower operation complexity; therefore, the embodiment of the invention can realize the effects of scheduling-free transmission and non-orthogonal multiple access with good performance and efficiency.
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The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
FIG. 1 is a flow diagram of a method of generating data according to an embodiment of the invention;
fig. 2 is a block diagram of a structure of an apparatus for generating data according to an embodiment of the present invention;
FIG. 3 is a first flow of generating data according to an embodiment of the invention;
FIG. 4 is a flow chart two of generating data according to an embodiment of the invention;
fig. 5 is a flow three of generating data according to an embodiment of the invention.
Detailed Description
The invention will be described in detail hereinafter with reference to the accompanying drawings in conjunction with embodiments. It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
Example 1
In the present embodiment, a method for generating data is provided, and fig. 1 is a flowchart of a method for generating data according to an embodiment of the present invention, as shown in fig. 1, the flowchart includes the following steps:
step S102, acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set;
step S104, processing the first data by using a third sequence to generate second data;
the second sequence is obtained by processing the fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing the second sequence set, or the second sequence is obtained from a preset sequence set; the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set.
Through the above steps, since the used third sequence may be obtained according to the first sequence and the second sequence, or may be obtained from the first sequence set obtained according to the second sequence set and the third sequence set, where the second sequence set may be a hadamard sequence set, the problem of designing a code or a sequence when scheduling-free transmission and non-orthogonal multiple access are realized based on the code or the sequence in the related art can be solved; meanwhile, any two different sequences acquired and used in the embodiment of the invention are orthogonal or low-cross-correlation, and any two sequences in the first sequence set are orthogonal or low-cross-correlation, so that the embodiment of the invention can obtain good performance by using the acquired sequences, and in addition, the embodiment of the invention has lower sequence storage requirement and lower operation complexity; therefore, the embodiment of the invention can realize the effects of scheduling-free transmission and non-orthogonal multiple access with good performance and efficiency.
Alternatively, the main body of the above steps may be a transmitter, a receiver, a base station, a terminal, etc., but is not limited thereto.
Optionally, the first sequence is one of: a Hadamard (Hadamard) sequence of length L; obtaining a vector with the length of L from a Hadamard matrix according to a specified mode; acquiring a sequence with the length of L from a Hadamard code sequence set according to a specified mode; obtaining a sequence with the length of L according to a Hadamard sequence generation method; a Walsh (Walsh) sequence of length L; obtaining sequences with length L from a Walsh sequence set according to a specified mode; a sequence of length L obtained according to a Walsh sequence generation method; wherein, the appointed mode includes: adopting a random selection mode, a mode according to system configuration information or a mode according to a system preset rule; the Hadamard matrix comprises L vectors with the length of L, the Hadamard sequence set comprises L sequences with the length of L, and the Walsh sequence set comprises L sequences with the length of L; wherein L is an integer greater than 1.
Optionally, the fourth sequence is one of: a length L hadamard code sequence; obtaining a vector with the length of L from a Hadamard matrix according to a specified mode; acquiring a sequence with the length of L from a Hadamard code sequence set according to a specified mode; obtaining a sequence with the length of L according to a Hadamard sequence generation method; a walsh sequence of length L; obtaining sequences with length L from a Walsh sequence set according to a specified mode; a sequence of length L obtained according to a Walsh sequence generation method; wherein, the appointed mode includes: adopting a random selection mode, a mode according to system configuration information or a mode according to a system preset rule; the Hadamard matrix comprises L vectors with the length of L, the Hadamard sequence set comprises L sequences with the length of L, and the Walsh sequence set comprises L sequences with the length of L; wherein L is an integer greater than 1.
Optionally, the processing the fourth sequence to obtain a second sequence includes one of: processing the first specified element of the fourth sequence to generate a fifth sequence, and then processing the second specified element of the fifth sequence to obtain a second sequence; and processing the third specified element of the fourth sequence to obtain a second sequence.
Wherein processing the first specified element of the fourth sequence includes one of: transforming the first specified element of the fourth sequence to 1i, -1i,1 or the first specified value; multiplying the first specified element of the fourth sequence by 1i, -1i, or a second specified value; phase adjustment or rotation of a x pi, or multiplication by exp (i x a pi), of the first designated element of the fourth sequence; wherein the first specified element includes: an element with an element value of-1, or an element with an element value not of 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; where a is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
Further, processing a second specified element of the fifth sequence includes one of: multiplying a second specified element of the fifth sequence by-1 or a third specified value; performing phase adjustment or rotation of b x pi on a second designated element of the fifth sequence, or multiplying by exp (i x b x pi); transforming the second specified element of the fifth sequence to a fourth specified value; determining a value of a second specified element from a fourth specified element of the fifth sequence; wherein the second specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; the fourth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; b is a real number, i is an imaginary unit and i ═ sqrt (-1).
Further, determining a value of the second specified element from the fourth specified element of the fifth sequence includes one of: taking the product of the powers of 3 of the elements contained in the fourth specified element of the fifth sequence as the value of the second specified element; the product of the square of the element contained in the fourth specified element of the fifth sequence and the fifth specified value is taken as the value of the second specified element.
Further, processing a third specified element of the fourth sequence includes one of: phase adjustment or rotation of c x pi, or multiplication by exp (i x c x pi), of the third designated element of the fourth sequence; multiplying the third specified element of the fourth sequence by the fifth specified element of the fourth sequence; multiplying a third specified element of the fourth sequence by a sixth specified value; wherein the third specified element includes: an element whose element value is not 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; the fifth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; c is a real number, i is an imaginary unit and i ═ sqrt (-1).
Optionally, the second set of sequences comprises one of: a hadamard matrix comprising L vectors of length L; a set of hadamard code sequences comprising L sequences of length L; a set of walsh sequences comprising L sequences of length L; wherein L is an integer greater than 1.
Optionally, the third sequence set obtained by processing the second sequence set includes one of: processing the sixth specified element of each sequence in the second sequence set to generate a fourth sequence set, and then processing the seventh specified element of each sequence in the fourth sequence set to obtain a third sequence set; and processing the eighth specified element of each sequence in the second sequence set to obtain a third sequence set.
Further, processing the sixth specified element of each sequence in the second set of sequences includes one of: transforming the sixth designated element of each sequence in the second set of sequences to a 1i, -1i,1 or seventh designated value; multiplying the sixth designated element of each sequence in the second set of sequences by 1i, -1i, or an eighth designated value; adjusting or rotating the phase of d x pi, or multiplying by exp (i x d x pi), of the sixth designated element of each sequence in the second set of sequences; wherein the sixth specifying element includes: an element with an element value of-1, or an element with an element value not of 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; d is a real number, i is an imaginary unit and i ═ sqrt (-1).
Further, processing the seventh specified element of each sequence in the fourth set of sequences includes one of: multiplying the seventh specified element of each sequence in the fourth set of sequences by-1 or a ninth specified value; performing e × pi phase adjustment or rotation on the seventh designated element of each sequence in the fourth sequence set, or multiplying by exp (i × e × pi); transforming the seventh specified element of each sequence in the fourth set of sequences into a tenth specified value; determining the value of a seventh specified element of the corresponding sequence in the fourth sequence set according to the ninth specified element of each sequence in the fourth sequence set; wherein the seventh specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules; the ninth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; e is a real number, i is an imaginary unit and i ═ sqrt (-1).
Further, determining a value of a seventh designated element of each sequence in the fourth set of sequences from the ninth designated element of the respective sequence in the fourth set of sequences comprises one of: taking the product of the powers of 3 of the elements contained in the ninth specified element of each sequence in the fourth sequence set as the value of the seventh specified element of the corresponding sequence in the fourth sequence set; and taking the product of the square of the element contained in the ninth specified element of each sequence in the fourth sequence set and the eleventh specified value as the value of the seventh specified element of the corresponding sequence in the fourth sequence set.
Further, processing the eighth specified element of each sequence in the second set of sequences includes one of: phase adjustment or rotation of f x pi of the eighth designated element of each sequence in the second set of sequences, or multiplication by exp (i x f x pi); multiplying the eighth specified element of each sequence in the second set of sequences by the tenth specified element of the corresponding sequence in the second set of sequences; multiplying the eighth specified element of each sequence in the second set of sequences by the twelfth specified value; wherein the eighth specified element includes: an element whose element value is not 1, or an element indicated by a system preset index, or an element determined according to a system preset rule; the tenth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules; f is a real number, i is an imaginary unit and i ═ sqrt (-1).
Optionally, the second sequence is obtained from a third sequence set obtained by processing the second sequence set, and the method includes one of the following manners: acquiring a second sequence from the third sequence set by adopting a random selection mode; or acquiring a second sequence from a third sequence set according to the system configuration information; or, acquiring the second sequence from the third sequence set according to a preset rule of the system.
Optionally, the preset sequence set is the same sequence set as the third sequence set.
Optionally, the second sequence is obtained from a preset sequence set, and includes one of the following ways: acquiring a second sequence from a preset sequence set by adopting a random selection mode; or acquiring a second sequence from a preset sequence set according to the system configuration information; or acquiring the second sequence from the preset sequence set according to a preset rule of the system.
Optionally, obtaining a third sequence according to the first sequence and the second sequence includes: and performing dot product processing on the first sequence and the second sequence to obtain a third sequence.
Optionally, obtaining the first sequence set according to the second sequence set and the third sequence set, where the obtaining includes one of: sequentially carrying out dot product operation on each sequence in the second sequence set and each sequence in the third sequence set to obtain all sequences to form a first sequence set; and performing multiplication operation on a matrix obtained by diagonalizing each sequence in the third sequence set and a matrix formed by the second sequence set to obtain all sequence sets, wherein the sequence sets form a first sequence set.
Optionally, the preset first sequence set is the same as a sequence set obtained according to the second sequence set and the third sequence set;
optionally, obtaining a third sequence from the first sequence set includes: acquiring a third sequence from the first sequence set by adopting a random selection mode; or acquiring a third sequence from the first sequence set according to the system configuration information; or acquiring the third sequence from the first sequence set according to a preset rule of the system.
Optionally, processing the first data using a third sequence generates second data, including one of: performing specified processing on the first data by using the third sequence to generate second data; wherein, the designated process may be, but is not limited to: the method comprises the following steps of expansion processing, mapping processing, modulation processing, despreading processing, demapping processing, demodulation processing and system presetting processing.
Optionally, after step S104, the method according to the embodiment of the present invention may further include:
step S106: and mapping the second data to the appointed transmission resource for forming a transmission signal and sending.
Alternatively, the designated transmission resource may be randomly selected, system preset, or system configured. Specifically, the transmission resource includes at least one of a carrier, a timeslot, a time-frequency resource, a space domain resource, a code domain resource, a frequency hopping pattern, an antenna port, and the like, and the transmission resource may be a definition or a form of a resource unit, a resource block, a resource set, and a resource pattern.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present invention.
Example 2
In this embodiment, a device for generating data is further provided, and the device is used to implement the foregoing embodiments and preferred embodiments, and the description of the device that has been already made is omitted. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 2 is a block diagram of a structure of an apparatus for generating data according to an embodiment of the present invention, as shown in fig. 2, the apparatus including:
an obtaining module 20, configured to obtain a third sequence according to the first sequence and the second sequence, or obtain the third sequence from the first sequence set;
a processing module 22, configured to process the first data using the third sequence to generate second data;
the second sequence is obtained by processing a fourth sequence, or the second sequence is obtained from a third sequence set obtained by processing a second sequence set, or the second sequence is obtained from a preset sequence set; the first sequence set is obtained according to the second sequence set and the third sequence set, or the first sequence set is a preset first sequence set.
It should be noted that, the above modules may be implemented by software or hardware, and for the latter, the following may be implemented, but not limited to: the modules are all positioned in the same processor; alternatively, the modules are respectively located in different processors in any combination.
Example 3
This embodiment is an alternative embodiment of the present invention, and is used to further explain the applied solution:
the data generation method of the embodiment may be applied to a transmitter and/or a receiver, and may be applied to a terminal device and/or a base station device.
In the embodiment, i and j can be used as imaginary number units and equal to sqrt (-1), and both can represent the same meaning, and different situations such as 1i, 1j, i, j and the like can exist in the description of the invention and can be considered as equivalent; where sqrt () represents a square root operation.
In the present invention and embodiments, preferably, the sequence length L is 2 to the power of n, and n is a natural number; of course, the sequence length L may also have other values, for example, L is 3.
The sequences or sequence sets provided by the embodiments of the present invention may further undergo energy normalization processing, so that the energy of each sequence element is 1, or the total energy of each sequence is equal to the sequence length L.
The sequences or sequence sets given in the embodiments of the present invention are not unique, and other similar sequences or sequence sets can be obtained based on the description in the embodiments of the present invention.
The indexes or sequences of the sequences included in the sequence set provided by the embodiments and embodiments of the present invention are not fixed or unique, and may be other indexes or sequences.
The present embodiment also includes the following application examples:
application example 1
The present application example provides a method for generating data, as shown in fig. 3, and fig. 3 is a flow one for generating data according to an embodiment of the present invention.
In this application example, the sequence set a may be a hadamard code sequence set including 4 sequences with length L being 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 1:
TABLE 1
Figure BDA0001340035510000191
Acquiring a sequence s1 from the sequence set a (which may be the first sequence in embodiment 1), for example, in a randomly selected manner, according to system pre-configuration information, according to a system signaling indication, or according to a system preset rule, etc.; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ];
acquiring a sequence s2 from the sequence set a (which may be the fourth sequence in embodiment 1), for example, in a randomly selected manner, according to system pre-configuration information, according to a system signaling indication, or according to a system preset rule, etc.; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1 ];
processing the specified element in the sequence s2, specifically converting the element-1 in the sequence s2 into the specified value v, to obtain a sequence s3 (which can be taken as the fifth sequence in example 1); assuming that v is 1i, then the sequence s3 is [1,1i,1,1i ]; here, the element-1 in the sequence s2 may also be multiplied by-1 i to obtain the sequence s 3;
further, the specified element in the sequence s3 is processed, specifically the specified element e in the sequence s3xTransformation to-ex(either multiplied by-1 or inverted) to give sequence s4 (which may be the second sequence in example 1); wherein the index of the specified element is shown in Table 2, wherein, [ 2 ]]Representing an empty set; since the sequence s3 was obtained from s2 and the index of the sequence s2 was 1, then an index of 3 for the designated element can be obtained from table 2, i.e., element e with an index of 3 in the sequence s33Transformation to-e3Then, the sequence s4 is [1,1i,1, -1i ]];
TABLE 2
Index of sequence s2 Indexing of specified elements
0 []
1 3
2 3
3 3
Then, obtaining a sequence s according to the sequence s1 and the sequence s4, specifically, multiplying the sequence s1 and the sequence s4 to obtain a sequence s (which can be used as a third sequence in example 1); then, the sequence s is [1,1i,1, -1i ].
In this application example, the sequence set a may also be a hadamard sequence set including 8 sequences with a length L equal to 8, and 8 sequence vectors with a length of 8 in the sequence set may form an 8-th-order hadamard matrix, as shown in table 3;
TABLE 3
Figure BDA0001340035510000201
Figure BDA0001340035510000211
Acquiring a sequence s1 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1,1,1,1,1 ];
acquiring a sequence s2 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1,1, -1,1, -1 ];
processing the specified elements in the sequence s2, specifically converting the element-1 in the sequence s2 into a specified value v, and obtaining a sequence s 3; assuming that v is 1i, then the sequence s3 is [1,1i,1,1i,1,1i,1,1i ]; here, the element-1 in the sequence s2 may also be multiplied by-1 i to obtain the sequence s 3;
further, the specified element in the sequence s3 is processed, specifically the specified element e in the sequence s3xTransformation to-ex(orMultiply by-1, or negated) to yield sequence s 4; wherein the index of the specified element is shown in table 4; since the sequence s3 was obtained according to s2 and the index of the sequence s2 was 1, the indices of the specified elements, including 3, 5, 6, 7, can be obtained according to table 2, i.e. the element e with indices 3, 5, 6, 7 in the sequence s33、e5、e6、e7Are respectively transformed into-e3、-e5、-e6、-e7Then, the sequence s4 is [1,1i,1, -1i,1, -1i, -1, -1i];
TABLE 4
Figure BDA0001340035510000212
Figure BDA0001340035510000221
Then, obtaining a sequence s according to the sequence s1 and the sequence s4, and specifically, performing dot multiplication on the sequence s1 and the sequence s4 to obtain a sequence s; then, the sequence s is [1,1i,1, -1i,1, -1i, -1, -1i ].
Then, a method of generating data provided by the present application example processes data (which may be the first data in embodiment 1) using the sequence s to generate processed data (which may be the second data in embodiment 1).
In this application example, the sequence s1 and the sequence s2 are both sequences obtained from the set a of hadamard code sequences, and both the sequence s1 and the sequence s2 may be regarded as a hadamard code sequence, or both sequences may be obtained from a hadamard code matrix, or may be obtained according to a method for generating a hadamard code sequence.
In this application example, the sequence set a may be a walsh sequence set, and the sequence s1 and the sequence s2 may be sequences obtained from the walsh sequence set a, in which case both the sequence s1 and the sequence s2 may be regarded as walsh sequences, or both may be obtained by a walsh sequence generation method.
In this application example, when processing the specified element in the sequence s3, the specified element may also be obtained according to a preset rule of the system, for example, for the index of the specified element shown in table 2, the specified element may be obtained according to the preset rule as follows: when a sequence element in the sequence s2 contains-1, the index of the designated element is 3; when the sequence elements in the sequence s2 do not contain-1 or are all 1, the index of the designated element is null.
When the method for generating data provided by the present application example is applied to a transmitter or a terminal device, the sequence s may be used to perform spreading processing, mapping processing, modulation processing or system first preset processing on the data, so as to generate processed data; when applied to a receiver or a base station device, the sequence s may be used to perform despreading processing, demapping processing, demodulation processing, or system second preset processing on data, so as to generate processed data.
Application example 2
The present application example provides a method of generating data, as shown in fig. 3.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L equal to 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 5:
TABLE 5
Figure BDA0001340035510000231
Acquiring a sequence s1 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ];
acquiring a sequence s2 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1 ];
processing the specified elements in the sequence s2, specifically converting the element-1 in the sequence s2 into a specified value v, and obtaining a sequence s 3; assuming that v is-1 i, then the sequence s3 is [1, -1i,1, -1i ]; here, the sequence s3 can also be obtained by multiplying element-1 in the sequence s2 by 1 i;
further, the specified element in the sequence s3 is processed, specifically the specified element e in the sequence s3xTransformation to-ex(or multiplied by-1, or inverted) to give the sequence s 4; wherein the index of the specified element is shown in Table 6, wherein, [ 2 ]]Representing an empty set; since the sequence s3 was obtained from s2 and the index of the sequence s2 was 1, then an index of 1 for the designated element can be obtained from table 6, i.e., element e with index 3 in the sequence s33Transformation to-e3Then, the sequence s4 is [1,1i,1, -1i ]];
TABLE 6
Index of sequence s2 Indexing of specified elements
0 []
1 1
2 2
3 1,2,3
Then, obtaining a sequence s according to the sequence s1 and the sequence s4, and specifically, performing dot multiplication on the sequence s1 and the sequence s4 to obtain a sequence s; then, the sequence s is [1,1i,1, -1i ].
In this application example, the sequence set a may also be a hadamard sequence set including 8 sequences with a length L equal to 8, and 8 sequence vectors with a length of 8 in the sequence set may form an 8-th-order hadamard matrix, as shown in table 7;
TABLE 7
Figure BDA0001340035510000241
Acquiring a sequence s1 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1,1,1,1,1 ];
acquiring a sequence s2 from the sequence set a, for example, acquiring in a random selection manner, acquiring according to system pre-configuration information, acquiring according to a system signaling indication, or acquiring according to a system preset rule, etc.; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1,1, -1,1, -1 ];
processing the specified elements in the sequence s2, specifically converting the element-1 in the sequence s2 into a specified value v, and obtaining a sequence s 3; assuming that v is-1 i, then the sequence s3 is [1, -1i,1, -1i,1, -1i,1, -1i ]; here, the sequence s3 can also be obtained by multiplying element-1 in the sequence s2 by 1 i;
further, the specified element in the sequence s3 is processed, specifically the specified element e in the sequence s3xTransformation to-ex(or multiplied by-1, or inverted) to give the sequence s 4; wherein the index of the specified element is shown in table 8; since the sequence s3 is obtained according to s2 and the index of the sequence s2 is 1, the indexes of the designated elements include 1 and 6 according to table 8, i.e. the element e with the index of 1 and 6 in the sequence s3 is1、e6Are respectively transformed into-e1、-e6Then, the sequence s4 is [1,1i,1, -1i,1, -1i, -1, -1i];
TABLE 8
Index of sequence s2 Indexing of specified elements
0 []
1 1,6
2 3,5
3 3,6
4 3,7
5 6,7
6 5,6
7 5,7
Then, obtaining a sequence s according to the sequence s1 and the sequence s4, and specifically, performing dot multiplication on the sequence s1 and the sequence s4 to obtain a sequence s; then, the sequence s is [1,1i,1, -1i,1, -1i, -1, -1i ].
Then, a method for generating data provided by this application example processes data using the sequence s to generate processed data.
Application example 3
The present application example provides a method for generating data, as shown in fig. 4, fig. 4 is a flow two for generating data according to an embodiment of the present invention.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L being 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 9; (the sequence set A can be the second sequence set in example 1.)
TABLE 9
Figure BDA0001340035510000261
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into a specified value v to obtain a sequence set B; assuming that v is 1i, the sequence set B is shown in table 10; the element-1 in the sequence set A can be multiplied by-1 i to obtain a sequence set B; (the sequence set B can be regarded as the fourth sequence set in example 1.)
Watch 10
Figure BDA0001340035510000262
Processing the specified elements in the sequence set B, specifically processing the specified elements in the sequence set Bx,yTransformation into-Bx,y(or multiplied by-1, or inverted) to obtain a sequence set C; wherein, the index of the designated element is shown in table 11, where x is the sequence index and y is the sequence element index;
TABLE 11
Figure BDA0001340035510000271
Then, the resulting sequence set C is shown in table 12; (the sequence set C can be regarded as the third sequence set in example 1.)
TABLE 12
Figure BDA0001340035510000272
In this application example, the sequence set a may also be a sequence set including 8 sequences with a length L equal to 8, and 8 sequence vectors with a length of 8 in the sequence set may form an 8-th-order hadamard matrix, as shown in table 13;
watch 13
Figure BDA0001340035510000273
Figure BDA0001340035510000281
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into a specified value v to obtain a sequence set B; assuming that v is 1i, the sequence set B is shown in table 14; the element-1 in the sequence set A can be multiplied by-1 i to obtain a sequence set B;
TABLE 14
Figure BDA0001340035510000282
Processing the specified elements in the sequence set B, specifically processing the specified elements in the sequence set Bx,yTransformation into-Bx,y(or multiplied by-1, or inverted) to obtain a sequence set C; wherein, the index of the designated element is shown in table 15, where x is the sequence index and y is the sequence element index;
watch 15
Figure BDA0001340035510000291
Then, the resulting sequence set C is shown in table 16;
TABLE 16
Figure BDA0001340035510000292
Then, the application example obtains a sequence set D according to the sequence set A and the sequence set C, and the sequence set D is used as a sequence set required to be obtained; for example:
sequentially multiplying each sequence in the sequence set A with each sequence in the sequence set C to obtain all sequences to form a sequence set D;
or, performing multiplication operation on a matrix obtained by diagonalizing each sequence in the sequence set C and a matrix formed by the sequence set A to obtain L sequence sets, and combining the L sequence sets to obtain a sequence set D.
Then, the method for generating data according to the present application example obtains the sequence s used from the sequence set D, and may obtain the sequence s in a randomly selected manner, according to system pre-configuration information, according to system signaling indication, or according to a system preset rule, and so on; (the sequence set D can be the first sequence set in example 1, and the sequence s can be the third sequence in example 1.)
Then, the method processes the data using the acquired sequence s to generate processed data.
In this application example, the obtained sequence set D may also be directly used as a sequence set preset by the system (may be used as a preset first sequence set in embodiment 1), and then, a method for generating data provided by this application example may directly obtain a used sequence s from the preset sequence set, and process the data using the obtained sequence s to generate processed data.
In this application example, the sequence set a may also be a walsh sequence set.
In this application example, when processing the specified element in the sequence set B, the specified element may also be obtained according to a preset rule of the system, for example, for the index of the specified element shown in table 11, the specified element may be obtained according to the preset rule as follows: when one sequence in the sequence set A contains the element-1, the index of the specified element corresponding to the sequence is 3; when one sequence in the sequence set A does not contain the element-1 or all the elements are 1, the index of the designated element corresponding to the one sequence is null.
When the method for generating data provided by the present application example is applied to a transmitter or a terminal device, the sequence s may be used to perform spreading processing, mapping processing, modulation processing or system first preset processing on the data, so as to generate processed data; when applied to a receiver or a base station device, the sequence s may be used to perform despreading processing, demapping processing, demodulation processing, or system second preset processing on data, so as to generate processed data.
Application example 4
The present application example provides a method of generating data, as shown in fig. 4.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L being 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 17;
TABLE 17
Figure BDA0001340035510000311
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into a specified value v to obtain a sequence set B; assuming that v is-1 i, the sequence set B is shown in table 18; the element-1 in the sequence set A can be multiplied by 1i to obtain a sequence set B;
watch 18
Figure BDA0001340035510000312
Processing the specified elements in the sequence set B, specifically processing the specified elements in the sequence set Bx,yTransformation into-Bx,y(or multiplied by-1, or inverted) to obtain a sequence setC, synthesis; wherein, the index of the designated element is shown in table 19, where x is the sequence index and y is the sequence element index;
watch 19
Figure BDA0001340035510000321
Then, the resulting sequence set C is shown in table 20;
watch 20
Figure BDA0001340035510000322
In this application example, the sequence set a may also be a sequence set including 8 sequences with a length L equal to 8, and 8 sequence vectors with a length of 8 in the sequence set may form an 8-th-order hadamard matrix, as shown in table 21;
TABLE 21
Figure BDA0001340035510000323
Figure BDA0001340035510000331
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into a specified value v to obtain a sequence set B; assuming that v is-1 i, the sequence set B is shown in table 22; the element-1 in the sequence set A can be multiplied by 1i to obtain a sequence set B;
TABLE 22
Figure BDA0001340035510000332
Processing the specified elements in the sequence set B, specifically processing the specified elements in the sequence set Bx,yTransformation into-Bx,y(or multiplied by-1, or inverted) to obtainTo sequence set C; wherein, the index of the designated element is shown in table 23, where x is the sequence index and y is the sequence element index;
TABLE 23
Figure BDA0001340035510000333
Figure BDA0001340035510000341
Then, the resulting sequence set C is shown in table 24;
watch 24
Figure BDA0001340035510000342
Then, the application example obtains a sequence set D according to the sequence set A and the sequence set C, and the sequence set D is used as a sequence set required to be obtained; for example:
sequentially multiplying each sequence in the sequence set A with each sequence in the sequence set C to obtain all sequences to form a sequence set D;
or, performing multiplication operation on a matrix obtained by diagonalizing each sequence in the sequence set C and a matrix formed by the sequence set A to obtain L sequence sets, and combining the L sequence sets to obtain a sequence set D.
Then, the method for generating data according to the present application example obtains the sequence s used from the sequence set D, and may obtain the sequence s in a randomly selected manner, according to system pre-configuration information, according to system signaling indication, or according to a system preset rule, and so on;
then, the method processes the data using the acquired sequence s to generate processed data.
In this application example, the obtained sequence set D may also be directly used as a sequence set preset by the system, and then, the method for generating data provided by this application example may directly obtain the used sequence s from the preset sequence set, and process the data using the obtained sequence s to generate the processed data.
Application example 5
The present application example provides a method for generating data, as shown in fig. 5, fig. 5 is a flow three for generating data according to an embodiment of the present invention.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L equal to 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 25; (the sequence set A can be the second sequence set in example 1.)
TABLE 25
Figure BDA0001340035510000351
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into a specified value v to obtain a sequence set B; assuming that v is 1i, the sequence set B is shown in table 26; the element-1 in the sequence set A can be multiplied by-1 i to obtain a sequence set B; (the sequence set B can be regarded as the fourth sequence set in example 1.)
Watch 26
Figure BDA0001340035510000361
Processing the specified elements in the sequence set B, specifically processing the specified elements in the sequence set Bx,yTransformation into-Bx,y(or multiplied by-1, or inverted) to obtain a sequence set C; wherein, the index of the designated element is shown in table 27, where x is the sequence index and y is the sequence element index;
watch 27
Figure BDA0001340035510000362
Then, the resulting sequence set C is shown in table 28; (the sequence set C can be regarded as the third sequence set in example 1.)
Watch 28
Figure BDA0001340035510000363
One method for generating data provided by the present application example obtains a sequence s1 from a sequence set a; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ]; (the sequence s1 can be the first sequence in example 1)
The method also obtains a sequence s2 from the sequence set C; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1,1i,1, -1i ]; (the sequence s2 can be the second sequence in example 1)
Then, a method for generating data provided by this application example obtains a sequence s according to the sequence s1 and the sequence s2, specifically, performs a dot product process on the sequence s1 and the sequence s2 to obtain the sequence s, and then the sequence s is [1,1i,1, -1i ]; (the sequence s may be the third sequence in example 1). Then, a method for generating data provided by this application example processes the data using the sequence s to obtain processed data.
In this application example, the obtained sequence set C may also be directly used as a sequence set preset by the system (which may be used as the preset sequence set in embodiment 1), and then, a method for generating data provided by this application example may directly obtain the sequence s2 from the preset sequence set, obtain the sequence s according to the sequence s1 and the sequence s2, and then process the data using the obtained sequence s to generate processed data.
Application example 6
The application example provides a method for generating data, and the flow chart of the method is similar to that of fig. 3.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L equal to 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 29:
watch 29
Figure BDA0001340035510000371
Figure BDA0001340035510000381
One method for generating data provided by the present application example obtains a sequence s1 from a sequence set a; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ];
the method also obtains a sequence s2 from the sequence set A; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1 ];
processing the designated elements in the sequence s2, specifically converting the element-1 in the sequence s2 to 1i or multiplying by-1 i, to obtain a sequence s3, and then the sequence s3 is [1,1i,1,1i ]; indexes of four elements in the sequence s3 are 0, 1, 2 and 3 respectively;
further, the designated element in the sequence s3 is processed, specifically, the element with index 3 of the sequence is processed according to the element with index 1 and the element with index 2 in the sequence s 3: the element with index 3 is equal to the product of the power of 3 of the element with index 1 and the power of 3 of the element with index 2, so that the sequence s4 is obtained; then, the sequence s4 is [1,1i,1, -1i ];
then, obtaining a sequence s according to the sequence s1 and the sequence s4, and specifically performing dot multiplication on the sequence s1 and the sequence s4 to obtain a sequence s; then, the sequence s is [1,1i,1, -1i ].
Then, a method for generating data provided by this application example processes data using the sequence s to generate processed data.
Application example 7
The application example provides a method for generating data, and the flow chart of the method is similar to that of fig. 5.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L being 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 30;
watch 30
Figure BDA0001340035510000391
Processing the specified elements in the sequence set A, specifically converting an element-1 in the sequence set A into 1i or multiplying the element by-1 i to obtain a sequence set B; then, sequence set B is shown in table 31;
watch 31
Figure BDA0001340035510000392
Processing the specified elements in the sequence set B, specifically, processing the elements with the index of 3 according to the elements with the index of 1 and the elements with the index of 2 of each sequence in the sequence set B: an element with index 3 is equal to the product of the power of 3 of the element with index 1 and the power of 3 of the element with index 2, thus obtaining a sequence set C; then, the resulting sequence set C is shown in table 32;
watch 32
Figure BDA0001340035510000401
One method for generating data provided by the present application example obtains a sequence s1 from a sequence set a; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ];
the method also obtains a sequence s2 from the sequence set C; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1,1i,1, -1i ];
then, a method for generating data provided by this application example obtains a sequence s according to the sequence s1 and the sequence s2, specifically, performs a dot product process on the sequence s1 and the sequence s2 to obtain the sequence s, and then the sequence s is [1,1i,1, -1i ];
then, a method for generating data provided by this application example processes the data using the sequence s to obtain processed data.
Application example 8
The application example provides a method for generating data, and the flow chart of the method is similar to that of fig. 5.
In this application example, the sequence set a is a complex hadamard code sequence set including 3 sequences with a length L equal to 3, and 3 sequence vectors with a length of 3 in the sequence set may form a complex hadamard code matrix of order 3, as shown in table 33;
watch 33
Figure BDA0001340035510000411
Processing the specified elements in the sequence set A, specifically converting non-1 elements in the sequence set A into 1 to obtain a sequence set B; then, sequence set B is shown in table 34;
watch 34
Figure BDA0001340035510000412
Processing the specified elements in the sequence set B, specifically multiplying the specified elements in the sequence set B by the specified values to obtain a sequence set C: multiply the 2 nd element of sequence 0 in sequence set B by 1 (this operation may not be required), multiply the 2 nd element of sequence 1 in sequence set B by exp (i × 2/3 × pi), multiply the 2 nd element of sequence 2 in sequence set B by exp (i × 4/3 × pi); or, multiply the 2 nd element of sequence 0 in sequence set B by the 0 th power of exp (i x 2/3 x pi) (this operation may not be required), multiply the 2 nd element of sequence 1 in sequence set B by the 1 st power of exp (i x 2/3 x pi), multiply the 2 nd element of sequence 2 in sequence set B by the 2 nd power of exp (i x 2/3 x pi); then, the resulting sequence set C is shown in table 35;
watch 35
Figure BDA0001340035510000421
One method for generating data provided by the present application example obtains a sequence s1 from a sequence set a; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1 ];
the method also obtains a sequence s2 from the sequence set C; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1,1, exp (i × 2/3 × pi) ];
then, a method for generating data provided by this application example obtains a sequence s according to the sequence s1 and the sequence s2, and specifically, performs a dot multiplication process on the sequence s1 and the sequence s2 to obtain the sequence s, so that the sequence s is [1,1, exp (i × 2/3 × pi) ];
then, a method for generating data provided by this application example processes the data using the sequence s to obtain processed data.
Application example 9
The present application example provides a method of generating data. In this application example, the sequence set a is a complex hadamard code sequence set including 3 sequences with a length L equal to 3, and 3 sequence vectors with a length of 3 in the sequence set may form a complex hadamard code matrix of order 3, as shown in table 36;
watch 36
Figure BDA0001340035510000422
One method for generating data provided by the present application example obtains a sequence s1 from a sequence set a; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1 ];
the method also obtains a sequence s2 from the sequence set A; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, exp (i × 2/3 × pi), exp (i × 4/3 × pi) ];
processing the specified elements in the sequence s2, specifically multiplying the non-1 element in the sequence s2 by the element with index 2 in the sequence s2, to obtain the sequence s 3: i.e. non-1 elements in the sequence s2 multiplied by exp (i x 4/3 x pi);
alternatively, multiplying the non-1 element in the sequence s2 by the specified value results in the sequence s 3: multiplying non-1 elements in the sequence s2 by exp (i x 4/3 x pi) or by exp (i x 2/3 x pi) to the power of (2 x index of the sequence s2 2);
then, the sequence s3 is [1,1, exp (i × 2/3 × pi) ];
then, obtaining a sequence s according to the sequence s1 and the sequence s3, and specifically performing dot multiplication on the sequence s1 and the sequence s3 to obtain a sequence s; then, the sequence s is [1,1, exp (i × 2/3 × pi) ].
Then, a method for generating data provided by this application example processes data using the sequence s to generate processed data.
In this application example, when the designated elements in the sequence s2 are processed to obtain the sequence s3, if the index of the sequence s2 is 0, since the elements in the sequence s2 are all 1 at this time, the sequence s3 is the same as the sequence s 2; if the index of the sequence s2 is 2, multiply the non-1 element in the sequence s2 by exp (i × 2/3 × pi) or by the power of exp (i × 2/3 × pi) (the index of 2 × sequence s2 is 4), yielding the sequence s 3.
In this application example, when the designated element in the sequence s2 is processed to obtain the sequence s3, the element with the index of 1 and the element with the index of 2 in the sequence s2 may also be processed to obtain s3, for example, the element with the index of 1 and the element with the index of 2 in the sequence s2 are multiplied by the element with the index of 2 in the sequence s2 to obtain the sequence s 3; alternatively, the element with index 1 and the element with index 2 in the sequence s2 are multiplied by the specified values, respectively, to obtain a sequence s3, where: if the index of the sequence s2 is 0, multiplying the element with index 1 and the element with index 2 in the sequence s2 by 1 or exp (i × 2/3 × pi), respectively, to the power of (2 × index of the sequence s2 ═ 0); if the index of the sequence s2 is 1, multiplying the element with index 1 and the element with index 2 in the sequence s2 by the power of exp (i × 4/3 × pi) or exp (i × 2/3 × pi) (2 × the index of the sequence s2 is 2), respectively; if the index of the sequence s2 is 2, the element with index 1 and the element with index 2 in the sequence s2 are multiplied by the power of exp (i × 2/3 × pi) or exp (i × 2/3 × pi) (index of 2 × sequence s2 equals 4), respectively.
Application example 10
The application example provides a method for generating data, and the flow chart of the method is similar to that of fig. 3.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L equal to 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 37:
watch 37
Figure BDA0001340035510000441
Obtaining a sequence s1 from the sequence set A; assuming that the index of the obtained sequence s1 is 0, then the sequence s1 is [1,1,1,1 ];
obtaining a sequence s2 from the sequence set A; assuming that the index of the obtained sequence s2 is 1, then the sequence s2 is [1, -1,1, -1 ];
processing the specified elements in the sequence s2, specifically converting the element-1 in the sequence s2 to the specified value 1i (or multiplying by-1 i), resulting in the sequence s3, then the sequence s3 is [1,1i,1,1i ];
further, processing the specified element in the sequence s 3; unlike application example 1 in which a specified element to be processed is not acquired and processed by an index of the specified element, the sequence s3 is subjected to a dot-product process with the sequence vector acquired in table 38 to obtain a sequence s 4; since the index of the sequence s2 is 1, a sequence vector [1,1,1, -1] can be obtained from table 38, and a sequence s4 obtained by point-multiplying the sequence s3 by the sequence vector is [1,1i,1, -1i ]; this operation is equivalent to multiplying the 3rd element in the sequence s3 by-1, and the other elements remain unchanged, with the same effect as in application example 1.
Watch 38
Figure BDA0001340035510000451
Then, obtaining a sequence s according to the sequence s1 and the sequence s4, and specifically, performing dot multiplication on the sequence s1 and the sequence s4 to obtain a sequence s; then, the sequence s is [1,1i,1, -1i ].
Then, a method for generating data provided by this application example processes data using the sequence s to generate processed data.
Application example 11
The application example provides a method for generating data, and the flow chart of the method is similar to that of fig. 4 or 5.
In this application example, the sequence set a is a hadamard code sequence set including 4 sequences with length L equal to 4, and 4 sequence vectors with length 4 in the sequence set may form a hadamard matrix of order 4, as shown in table 39;
watch 39
Figure BDA0001340035510000452
Processing the designated elements in the sequence set A, specifically converting an element-1 in the sequence set A into a designated value 1i (or multiplying the designated value by-1 i), to obtain a sequence set B, as shown in Table 40;
watch 40
Figure BDA0001340035510000461
Processing the specified elements in the sequence set B, which is different from the application example 3, in which the specified elements to be processed are not obtained through the indexes of the specified elements and are processed, but the sequence set B and the sequence set shown in table 41 are subjected to dot product processing to obtain a sequence set C;
table 41
Figure BDA0001340035510000462
Then, the resulting sequence set C is shown in table 42;
watch 42
Figure BDA0001340035510000463
Then, the application example obtains a sequence set D according to the sequence set a and the sequence set C, and uses the sequence set D as a sequence set to be obtained, for example, each sequence in the sequence set a is sequentially point-multiplied with each sequence in the sequence set C to form the sequence set D; then, a method for generating data provided by the present application example obtains the sequence s used from the sequence set D, and processes the data using the obtained sequence s to generate processed data (similar to fig. 4).
Alternatively, a method for generating data provided by this application example obtains the sequence s1 from the sequence set a, obtains the sequence s2 from the sequence set C, and obtains the sequence s according to the sequence s1 and the sequence s2, for example, the sequence s1 and the sequence s2 are subjected to dot multiplication to obtain the sequence s; then, a method for generating data provided by the present application example processes the data using the sequence s to obtain processed data (similar to fig. 5).
It should be noted that some methods in the above application examples may also be used to acquire sequences of other lengths, and process data using the acquired sequences to obtain processed data; for example, similar to the application example 11, the sequence set a may also be a set of hadamard sequences including 8 sequences with length L-8, and a sequence set C including 8 sequences with length L-8 may be obtained in a similar manner, as shown in table 43 or 44;
watch 43
Figure BDA0001340035510000471
Watch 44
Figure BDA0001340035510000481
Alternatively, similar to the application example 11, the sequence set a may also be a hadamard code sequence set including 16 sequences with length L-16, and a sequence set C including 16 sequences with length L-16 may be obtained in a similar manner, as shown in table 45.
TABLE 45
Figure BDA0001340035510000491
In the sequence set of each application example, the sequence order may be different from the sequence order shown in the table, and the sequence element order may also be different from the sequence order shown in the table.
Example 4
The embodiment of the invention also provides a storage medium. Alternatively, in the present embodiment, the storage medium may be configured to store program codes for performing the following steps:
s1, acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set;
and S2, processing the first data by using the third sequence to generate second data.
Optionally, in this embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium, to obtain the third sequence according to the first sequence and the second sequence, or to obtain the third sequence from the first sequence set;
optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium, processing of the first data using the third sequence to generate the second data.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation manners, and this embodiment is not described herein again.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and alternatively, they may be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, and in some cases, the steps shown or described may be performed in an order different than that described herein, or they may be separately fabricated into individual integrated circuit modules, or multiple ones of them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (19)

1. A method of generating data, comprising:
acquiring a third sequence according to the first sequence and the second sequence, or acquiring the third sequence from the first sequence set;
processing the first data using the third sequence to generate second data;
the second sequence is obtained by processing a fourth sequence, and the fourth sequence is a Hadamard sequence or a Walsh sequence with the length of L; or, the second sequence is obtained from a third sequence set obtained by processing a second sequence set, where the second sequence set is a hadamard code sequence set or a walsh sequence set including L sequences with length L; l is an integer greater than 1;
the second sequence is obtained by processing a fourth sequence, and comprises processing elements of which the element values are not 1 in the fourth sequence;
processing the second sequence set to obtain a third sequence set, wherein the processing includes processing elements of which the element values of each sequence in the second sequence set are not 1;
wherein the first sequence set is obtained according to the second sequence set and the third sequence set.
2. The method of claim 1, wherein the first sequence is one of:
a Hadamard sequence of length L;
walsh sequences of length L.
3. The method of claim 1, wherein the second sequence is obtained by processing a fourth sequence, and wherein the processing includes processing an element in the fourth sequence whose element value is not 1, and wherein the processing includes one of:
processing a first specified element of the fourth sequence to generate a fifth sequence, and then processing a second specified element of the fifth sequence to obtain the second sequence, wherein the first specified element comprises an element with an element value of-1 or an element with an element value not of 1;
and processing a third specified element of the fourth sequence to obtain the second sequence, wherein the third specified element comprises an element with an element value not being 1.
4. The method of claim 3, wherein processing the first specified element of the fourth sequence comprises one of:
transforming a first specified element of the fourth sequence to 1i, -1i,1 or a first specified value;
multiplying a first specified element of the fourth sequence by 1i, -1i, or a second specified value;
phase adjustment or rotation of a x pi, or multiplication by exp (i x a pi), of the first designated element of the fourth sequence;
where a is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
5. The method of claim 3, wherein the processing of the second specified element of the fifth sequence comprises one of:
multiplying a second specified element of the fifth sequence by-1 or a third specified value;
performing phase adjustment or rotation of b x pi on the second designated element of the fifth sequence, or multiplying by exp (i x b x pi);
transforming a second specified element of the fifth sequence to a fourth specified value;
determining a value of the second specified element from a fourth specified element of the fifth sequence;
wherein the second specified element includes: elements indicated by the system preset index or elements determined according to system preset rules;
wherein the fourth specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules;
where b is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
6. The method of claim 5, wherein determining the value of the second specified element from the fourth specified element of the fifth sequence comprises one of:
taking the product of the powers of 3 of the elements contained in the fourth specified element of the fifth sequence as the value of the second specified element;
taking a product of a square of an element included in a fourth specified element of the fifth sequence and a fifth specified value as a value of the second specified element.
7. The method of claim 3, wherein processing the third specified element of the fourth sequence comprises one of:
phase adjusting or rotating c x pi, or multiplying by exp (i x c x pi), of a third specified element of the fourth sequence;
multiplying a third specified element of the fourth sequence by a fifth specified element of the fourth sequence;
multiplying a third specified element of the fourth sequence by a sixth specified value;
wherein the fifth specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules;
where c is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
8. The method according to claim 1, wherein the processing the second sequence set to obtain a third sequence set includes processing an element of which an element value of each sequence in the second sequence set is not 1, and includes one of:
processing a sixth designated element of each sequence in the second sequence set to generate a fourth sequence set, and then processing a seventh designated element of each sequence in the fourth sequence set to obtain the third sequence set, wherein the sixth designated element includes an element with an element value of-1 or an element with an element value not of 1;
and processing an eighth specified element of each sequence in the second sequence set to obtain the third sequence set, wherein the eighth specified element comprises an element with an element value different from 1.
9. The method of claim 8, wherein processing the sixth designated element of each sequence in the second set of sequences comprises one of:
transforming the sixth specified element of each sequence in the second set of sequences to a 1i, -1i,1, or seventh specified value;
multiplying a sixth specified element of each sequence in the second set of sequences by 1i, -1i, or an eighth specified value;
adjusting or rotating the phase of d x pi, or multiplying by exp (i x d x pi), of the sixth designated element of each sequence in the second set of sequences;
where d is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
10. The method of claim 8, wherein processing the seventh designated element of each sequence in the fourth set of sequences comprises one of:
multiplying a seventh specified element of each sequence in the fourth set of sequences by-1 or a ninth specified value;
performing e × pi phase adjustment or rotation on the seventh designated element of each sequence in the fourth sequence set, or multiplying by exp (i × e × pi);
transforming a seventh specified element of each sequence in the fourth set of sequences to a tenth specified value;
determining a value of a seventh designated element of a corresponding sequence in the fourth sequence set according to a ninth designated element of each sequence in the fourth sequence set;
wherein the seventh specifying element includes: elements indicated by the system preset index or elements determined according to system preset rules;
wherein the ninth specified element includes: elements indicated by the system preset index or elements determined according to system preset rules;
where e is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
11. The method of claim 10, wherein determining the value of the seventh designated element of the corresponding sequence in the fourth set of sequences from the ninth designated element of each sequence in the fourth set of sequences comprises one of:
taking the product of the powers of 3 of each element contained in the ninth specified element of each sequence in the fourth sequence set as the value of the seventh specified element of the corresponding sequence in the fourth sequence set;
taking the product of the square of the element contained in the ninth specified element of each sequence in the fourth sequence set and the eleventh specified value as the value of the seventh specified element of the corresponding sequence in the fourth sequence set.
12. The method of claim 8, wherein processing the eighth specified element of each sequence in the second set of sequences comprises one of:
phase adjusting or rotating f x pi of the eighth designated element of each sequence in the second set of sequences, or multiplying by exp (i x f x pi);
multiplying the eighth specified element of each sequence in the second set of sequences by the tenth specified element of the corresponding sequence in the second set of sequences;
multiplying an eighth specified element of each sequence in the second set of sequences by a twelfth specified value;
wherein the tenth specified element comprises: elements indicated by the system preset index or elements determined according to system preset rules;
where f is a real number, i is an imaginary unit and i ═ sqrt (-1), sqrt () is the square root operation.
13. The method of claim 1, wherein the second sequence is a sequence obtained from a preset set of sequences, wherein the preset set of sequences comprises one of:
the preset sequence set is a sequence set identical to the third sequence set;
or, the preset sequence set is a sequence set shown in table 1:
table 1
Figure FDA0003029148240000061
Or, the preset sequence set is a sequence set shown in table 2:
table 2
Figure FDA0003029148240000071
Or, the preset sequence set is a sequence set shown in table 3:
table 3
Figure FDA0003029148240000072
Or, the preset sequence set is a sequence set shown in table 4:
table 4
Figure FDA0003029148240000073
Where i is an imaginary unit and i is sqrt (-1), sqrt () is a square root operation.
14. The method of claim 1, wherein obtaining the third sequence from the first sequence and the second sequence comprises:
and performing dot product processing on the first sequence and the second sequence to obtain the third sequence.
15. The method of claim 1, wherein deriving the first set of sequences from the second set of sequences and the third set of sequences comprises one of:
performing dot product operation on each sequence in the second sequence set and each sequence in the third sequence set in sequence to obtain all sequences to form the first sequence set;
and performing multiplication operation on a matrix obtained by diagonalizing each sequence in the third sequence set and a matrix formed by the second sequence set to obtain all sequence sets, wherein the sequence sets form the first sequence set.
16. The method of claim 1, wherein the first set of sequences is a preset set, and wherein the first set of sequences comprises one of:
the first sequence set is the same as a sequence set obtained according to the second sequence set and the third sequence set;
or, the first sequence set is a sequence set shown in table 5:
5th Table
Figure FDA0003029148240000081
Figure FDA0003029148240000091
Or, the first sequence set is a sequence set shown in table 6:
6 th Table
Figure FDA0003029148240000092
Where i is an imaginary unit and i is sqrt (-1), sqrt () is a square root operation.
17. The method of claim 1, wherein the processing the first data using the third sequence to generate second data comprises:
performing specified processing on the first data by using the third sequence to generate second data; wherein the specifying process includes at least one of: the method comprises the following steps of expansion processing, mapping processing, modulation processing, despreading processing, demapping processing, demodulation processing and system presetting processing.
18. An apparatus for generating data, comprising:
an obtaining module, configured to obtain a third sequence according to the first sequence and the second sequence, or obtain the third sequence from the first sequence set;
the processing module is used for processing the first data by using the third sequence to generate second data;
the second sequence is obtained by processing a fourth sequence, and the fourth sequence is a Hadamard sequence or a Walsh sequence with the length of L; or, the second sequence is obtained from a third sequence set obtained by processing a second sequence set, where the second sequence set is a hadamard code sequence set or a walsh sequence set including L sequences with length L; l is an integer greater than 1;
the second sequence is obtained by processing a fourth sequence, and comprises processing elements of which the element values are not 1 in the fourth sequence;
processing the second sequence set to obtain a third sequence set, wherein the processing includes processing elements of which the element values of each sequence in the second sequence set are not 1;
wherein the first sequence set is obtained according to the second sequence set and the third sequence set.
19. A computer-readable storage medium, comprising a stored program, wherein the program when executed performs the method of any of claims 1 to 17.
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