CN101945474B - RSSI-based positioning method for wireless sensor network - Google Patents
RSSI-based positioning method for wireless sensor network Download PDFInfo
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- CN101945474B CN101945474B CN201010271252XA CN201010271252A CN101945474B CN 101945474 B CN101945474 B CN 101945474B CN 201010271252X A CN201010271252X A CN 201010271252XA CN 201010271252 A CN201010271252 A CN 201010271252A CN 101945474 B CN101945474 B CN 101945474B
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Abstract
The invention relates to an RSSI-based positioning method for a wireless sensor network, which comprises the following steps of: firstly, receiving a radio-frequency signal sent in a radio-frequency mode by a transmitting node through a receiving node in the wireless sensor network, then, demodulating and filtering the received radio-frequency signal subjected to multi-path fading to acquire a corresponding base band signal through the receiving node, over-sampling each code chip in the base band signal, performing related despreading on a first sampling point of each code chip to acquire bit information which is not subjected to multi-path interference in the chip, and finally, calculating the RSSI value according to the acquired bit information to determine the distance between the receiving node and the transmitting node so as to realize positioning. Therefore, the method is simple and easy to implement, and can reduce the influence of the multi-path interference on positioning.
Description
Technical field
The present invention relates to the wireless sensor network positioning field, particularly in a kind of wireless sense network based on the localization method of RSSI.
Background technology
Wireless sensor network (Wireless Sensor Network, WSN) " intelligence " network that is formed by the microsensor node with radio communication, perception and computing capability, it relates to that multidisciplinary height intersects, knowledge height integrated hot research field, forward position, now has been widely used in the various fields such as military affairs, agricultural, environment measuring, health care, industry, intelligent transportation.In wireless sensor network was used, the positional information of node was very important, in great majority are used, did not know sensing station and the data of perception are nonsensical.The moment sensor network positions is used and is mainly faced two subject matters: the one, and positioning accuracy, the 2nd, location cost.Owing to need not to increase extra hardware facility, simple and convenient based on the range finding of RSSI (received signal strength indicator), now be widely used in the location of wireless sensor network.Range finding based on RSSI is by received signal strength (RSS, received signal strength), obtain the power loss between transmitting-receiving node, contrast transmission of wireless signals distance obtains the transmitting-receiving node spacing with the relation of power attenuation, obtain to pass through again the coordinate position that network using three limits or triangle relation are obtained unknown node after range information by RSS, position.Yet in actual range finding, the RSSI value is subjected to the multipath interference effect larger, makes range accuracy reduce and then has reduced the precision of location.
research for range finding at present mainly is divided into two aspects, be to utilize the RSSI value that communication chip provides to carry out a large amount of actual environment tests on the one hand, and the methods such as average, Gauss model match, calculus of differences of getting according to fading channel model reduce range error, to study for the RSSI algorithm that improves physical layer on the other hand, a kind of ad hoc approach for measuring RSSI of IEEE802.15.4 standard with no authorized, only that the accumulated time length of asking for RSSI has been done certain standard, utilize the signal accumulation of 8 data bit lengths to obtain the RSSI value, there is algorithm to adopt FFT to carry out obtaining again the RSSI value after channel estimating, also have some by the interference of screening singular signal and process FIR and IIR filtering minimizing instantaneous interference and noise, yet these algorithms are not all considered multipath and are disturbed, the RSSI value that they draw all is subjected to multi-path influence.
Therefore, in wireless sensor network based on RSSI positioning accuracy problem, propose a kind of RSSI of minimizing positioning accuracy and be subjected to the method for multipath interference effect to become the technical task that those skilled in the art need to be resolved hurrily.
Summary of the invention
The technical problem to be solved in the present invention is to provide in a kind of wireless sense network the localization method based on RSSI, in order to improve the precision of RSSI value, reduces the impact of multipath interference.
The invention provides in a kind of wireless sense network based on the localization method of RSSI, comprise the following steps:
1) receiving node in wireless sense network receives the radiofrequency signal that a transmitting node sends with RF-wise;
What 2) described receiving node will receive carries out demodulation filtering in order to obtain corresponding baseband signal through the radiofrequency signal of multipath fading, and wherein, described baseband signal is made of a plurality of chips;
3) described receiving node carries out over-sampling to each chip in described a plurality of chips;
4) described receiving node is correlated with despreading to obtain not being subjected to the less bit-level information of multipath interference in the outer multipath interference of sheet and sheet to first sampled point of each chip in described a plurality of chips;
5) described receiving node calculates the RSSI value according to the bit-level information that obtains, so determine self with described transmitting node between distance, thereby realize locating.
Preferably, n bit-level data that obtain step 4) are:
Wherein A is the amplitude of line of sight; N
01Be the outer multipath number of the sheet that comprises in first sampled point; α
lBe that l bar multipath signal is with respect to the amplitude fading factor of line of sight; { d
nBe input traffic, d
n∈ 1 ,+1};
Be the phase place of l bar multipath component, l=1,2 ..., L-1; Y
1, nThe bit-level data that obtain for despreading; M is the pseudo-code code length.
Described step 5) calculate the RSSI value in and be according to following formula the absolute value of 8 described line of sight component information is carried out square, adds up, is averaging, obtain.
Beneficial effect of the present invention is:
1. the present invention utilizes the data-signal after despreading to calculate RSSI value, has eliminated sheet multipath interference effect outward.
2. the present invention carries out the despreading computing by first sampled point that extracts each chip, and then extracts the RSSI value, has reduced multipath interference effect in sheet, can isolate more accurately line of sight.
3. there is no a large amount of computings in the localization method based on RSSI in a kind of wireless sense network provided by the present invention, realize simply, be fit to very much the application scenarios of energy constraint, computing capability is limited, storage resources is limited and communication capacity is limited four large limited wireless sensor networks.
Description of drawings
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, the below will do to introduce simply to the accompanying drawing of required use in embodiment or description of the Prior Art, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is based on the structural representation of the applied wireless sense network of localization method of RSSI in wireless sense network of the present invention.
Fig. 2 is based on the flow chart of the localization method of RSSI in wireless sense network of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, rather than whole embodiment.Based on the embodiment in the present invention, those of ordinary skills belong to the scope of protection of the invention not making all other embodiment that obtain under the creative work prerequisite.
For making the purpose, technical solutions and advantages of the present invention clearer, below in conjunction with accompanying drawing, the present invention is described in detail.
The invention provides in a kind of wireless sense network the localization method based on RSSI, below with reference to relevant accompanying drawing, a specific embodiment of the present invention in wireless sensor network is used is elaborated.
Seeing also Fig. 1 is the structural representation of wireless sense network, and it adopts DSSS (direct sequence spread spectrum, direct sequence spread spectrum) to communicate.
In described wireless sense network, the data flow { d that a transmitting node is to be sent
n, d
n∈ 1 ,+1}; Pseudo-code is { c
n, c
n∈ 1, and+1}, the pseudo-code code length is M, M>>1;
What c (t) represented is the pseudo-code data of one-period, is continuous signal; P (t) represents a square wave, is used for discrete signal is expressed as continuous signal.S emission signal s (t) is:
W wherein
0Be modulation angular frequency, e
jwtWhat represent is rf modulations, T
cBe chip period, T
bBe data bit period, satisfy T
b=MT
c
After the multidiameter fading channel transmission, the radiofrequency signal that receiving node receives is:
Wherein A is the amplitude of line of sight; Suppose to exist L-1 bar multipath, α
lBe l bar multipath signal with respect to the amplitude fading factor of line of sight, 0<α is arranged
l<1, l=1,2 ..., L-1; τ
lBe the propagation delay time of multipath with respect to line of sight; α
lAnd τ
lBe stochastic variable, but remain unchanged in the time at frame data, n (t) is white Gaussian noise.The base band data that obtains after radio demodulating filtering is m (t).
Be illustrated in figure 2 as the flow chart of the inventive method:
At first, the receiving node in wireless sense network receives the radiofrequency signal that a transmitting node sends with RF-wise; Be that the radiofrequency signal that receiving node receives is:
Then, the radiofrequency signal through multipath fading that described receiving node will receive is carried out demodulation filtering in order to obtain corresponding baseband signal m (t), and wherein, described baseband signal is made of a plurality of chips, that is:
Wherein
It is the phase place of l bar multipath component; L=1,2 ..., L-1; The note Gaussian noise
As can be known
Obeying the random of [0,2 π] evenly distributes.
Then, described receiving node carries out over-sampling to each chip, in the present embodiment, the baseband signal of the simulation that demodulates is carried out N times of over-sampling, and the sampling period is T
s, satisfy T
c=NT
s, wherein N is that over-sampling is counted, N 〉=2.First do not consider the impact of Gaussian noise, the data of p the sampled point of q chip that obtains after sampling are:
Wherein, N
IpFor being in multipath number in p the sheet in sample, satisfy N
I1≤ N
I2≤ ... ≤ N
INN
OpFor being in the outer multipath number of p the sheet in sample; τ
L, pBe that the interior multipath of l silver is at the multidiameter delay of p sample, m
τ, q, pBe non-zero integer value; P ∈ 1,2 ..., N}, q ∈ 1,2 ..., M}.Find out that from formula (5) each sampled point has comprised the line of sight component, the outer multipath component of multipath component and sheet in sheet.For formula (5), extract first sampled point of each chip, analysis obtains:
The condition that formula (6) is set up is T
s→ 0, as long as in fact satisfy T
s<min (τ l), l=1,2 ..., L-1, formula (6) just can be set up.That is:
Can find out from formula (7), this chip samples point only contains line of sight component and the outer multipath component of sheet.Therefore, as long as being extracted the despreading of be correlated with of first sampled point, each chip just can obtain not being subjected to the bit-level information of multipath interference in sheet.
Then, according to above-mentioned analysis, described receiving node is correlated with despreading to obtain not being subjected to the bit-level information that in sheet, multipath disturbs to first sampled point of each chip in described a plurality of chips.If the information of each first sampled point of chip after despreading is designated as Y
1, n, n represents n Bit data:
Found out Y by formula (8)
1, nOnly has the outer multipath interference components of line of sight component and sheet.Due to M>>1, so the outer multipath of sheet disturbs and can ignore.
At last, described receiving node calculates the RSSI value according to the bit-level information that obtains, so determine self with described transmitting node between distance, thereby realize locating.In the present embodiment, by cumulative being averaged of 8 line of sight components square obtained the RSSI value,
And after receiving node obtained RSSI, the method for determining the distance between self and transmitting node is known to those skilled in the art knowing, therefore be not described in detail in this.
In sum, the present invention carries out the despreading computing by first sampled point that extracts each chip and obtains RSSI, so, can eliminate the impact that the outer multipath of sheet disturbs, reduce that multipath in sheet disturbs and impact, isolate comparatively accurately line of sight; And method operand of the present invention is few, realizes simply can using multiple radio sensing network.
Above embodiment is the unrestricted technical scheme of the present invention in order to explanation only.Any modification or partial replacement that does not break away from spirit and scope of the invention all should be encompassed in the middle of claim scope of the present invention.
Claims (2)
- In a wireless sense network based on the localization method of RSSI, be used for adopting the wireless sense network of Direct Sequence Spread Spectrum Communication, it is characterized in that, comprise step:1) receiving node in wireless sense network receives the radiofrequency signal that a transmitting node sends with RF-wise;What 2) described receiving node will receive carries out demodulation filtering in order to obtain corresponding baseband signal through the radiofrequency signal of multipath fading, and wherein, described baseband signal is made of a plurality of chips;3) described receiving node carries out over-sampling to each chip in described a plurality of chips;4) described receiving node is correlated with despreading to obtain corresponding bits level information to first sampled point of each chip in described a plurality of chips; If the information of each first sampled point of chip after despreading is designated as Y 1, n, n represents n Bit data, n bit-level data that obtain are: Wherein A is the amplitude of line of sight; N 01Be the outer multipath number of the sheet that comprises in first sampled point; α lBe that l bar multipath signal is with respect to the amplitude fading factor of line of sight; { d nBe input traffic, d n∈ 1 ,+1}; Be the phase place of l bar multipath component, l=1,2 ..., L-1; Y 1, nThe bit-level data that obtain for despreading; M is the pseudo-code code length;5) described receiving node calculates the RSSI value according to the bit-level information that obtains, so determine self with described transmitting node between distance, thereby realize locating.
- In wireless sense network according to claim 1 based on the localization method of RSSI, it is characterized in that: according to
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CN102685882A (en) * | 2011-03-11 | 2012-09-19 | 北京威讯紫晶科技有限公司 | Area locating method in wireless networks |
CN102364983B (en) * | 2011-10-08 | 2013-07-24 | 中国科学院上海微系统与信息技术研究所 | RSSI (Received Signal Strength Indicator) ranging based WLS (WebLogic Server) node self-positioning method in wireless sensor network |
CN103138883B (en) * | 2011-12-01 | 2018-05-11 | 中国移动通信集团公司 | A kind of mthods, systems and devices for avoiding family wireless equipment by mistake to code |
CN105184928B (en) * | 2015-09-28 | 2018-04-24 | 成都思晗科技股份有限公司 | parking lot access control system |
CN107018485A (en) * | 2017-06-15 | 2017-08-04 | 贵州大学 | A kind of indoor article finding method and system based on zigbee electronic tags |
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CN101184328A (en) * | 2007-04-18 | 2008-05-21 | 中国科学院上海微系统与信息技术研究所 | Wireless sensing network node locating method |
CN101247650A (en) * | 2008-03-20 | 2008-08-20 | 中科院嘉兴中心微系统所分中心 | Node indoor locating method based on wireless signal strength in wireless sensor network |
CN101378592A (en) * | 2008-05-06 | 2009-03-04 | 中国科学技术大学苏州研究院 | Method for locating wireless sensing network node base on RSSI |
CN101378593A (en) * | 2008-05-06 | 2009-03-04 | 中国科学技术大学苏州研究院 | Method for stably locating wireless sensing network node base on RSSI |
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CN101184328A (en) * | 2007-04-18 | 2008-05-21 | 中国科学院上海微系统与信息技术研究所 | Wireless sensing network node locating method |
CN101247650A (en) * | 2008-03-20 | 2008-08-20 | 中科院嘉兴中心微系统所分中心 | Node indoor locating method based on wireless signal strength in wireless sensor network |
CN101378592A (en) * | 2008-05-06 | 2009-03-04 | 中国科学技术大学苏州研究院 | Method for locating wireless sensing network node base on RSSI |
CN101378593A (en) * | 2008-05-06 | 2009-03-04 | 中国科学技术大学苏州研究院 | Method for stably locating wireless sensing network node base on RSSI |
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