WO2018191837A1 - Method and device for detecting total dose effect - Google Patents

Method and device for detecting total dose effect Download PDF

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Publication number
WO2018191837A1
WO2018191837A1 PCT/CN2017/080692 CN2017080692W WO2018191837A1 WO 2018191837 A1 WO2018191837 A1 WO 2018191837A1 CN 2017080692 W CN2017080692 W CN 2017080692W WO 2018191837 A1 WO2018191837 A1 WO 2018191837A1
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tested
chip
total dose
test
irradiation
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PCT/CN2017/080692
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French (fr)
Chinese (zh)
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邵翠萍
李慧云
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深圳先进技术研究院
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Priority to PCT/CN2017/080692 priority Critical patent/WO2018191837A1/en
Publication of WO2018191837A1 publication Critical patent/WO2018191837A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/28Testing of electronic circuits, e.g. by signal tracer

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  • the invention belongs to the field of electronic information technology, and in particular relates to a method and a device for detecting total dose effects.
  • the radiation particles in the space radiation environment will have a serious impact on the spacecraft's electronic system, causing various radiation effects.
  • the radiation effects that have the greatest impact on the semiconductor are the total dose effect and the single-particle effect.
  • the total dose effect of the integrated circuit is currently In the space electronics field, the key and difficult problems in the study of irradiation effects, the total dose effect will lead to the drift of the threshold voltage of a single MOS device, and also lead to the circuit speed reduction, electrical parameter drift, power consumption increase and even functional failure of the integrated circuit.
  • the reliability test method based on total dose effect is mainly based on simulated radiation source for ground test. In-situ test and shift test can be used in the test. For some devices or under certain conditions, annealing test is also required.
  • the test of dose effect the changes of electrical parameters and circuit function parameters under certain radiation doses are mainly monitored statistically, and the mechanism of total dose effect of circuits or devices is analyzed according to parameter changes. In the large-scale integrated circuit, limited by the chip test port, this way can not observe the state of each logic unit inside the chip, can not accurately find the critical condition of the circuit function failure, and can not locate the distribution of the failed logic unit, so It is impossible to conduct an accurate and efficient study of the logic unit failure mechanism.
  • the total dose effect is a major threat to security for chips used for cryptographic security.
  • the total dose effect can be used as an important attack method for error injection attacks.
  • the accumulation of radiation dose may cause errors in the encryption and decryption operations of the cryptographic circuit, causing leakage of password information. Therefore, it is very important to study the total dose effect of the security chip. urgent.
  • the current research on the total dose effect is more concerned with the reliability of the circuit, and does not conduct in-depth research on the security of the cryptographic circuit.
  • the unified test analysis method only evaluates the statistical performance of the overall circuit. It does not test the logic unit that is sensitive to the total dose radiation in the circuit, and can not locate these sensitive units, so it cannot guide the reliability and safety design of the chip. .
  • the object of the present invention is to provide a method and a device for detecting the total dose effect, which aims to solve the problem that the state of each logic unit inside the chip after the total dose irradiation cannot be observed due to the prior art, and the in-chip pair can not be located.
  • the invention provides a method of detecting a total dose effect, the method comprising the steps of:
  • the present invention provides a total dose effect detecting device, the device comprising:
  • circuit design module for testability design of circuits in the chip to be tested
  • a matrix generating module configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal
  • a vector set generation module configured to generate a corresponding test vector set according to the row vector in the observation matrix
  • An irradiation test module is configured to perform total dose irradiation on a preset number of the chips to be tested, and test the corresponding chips to be tested after irradiation by using all test vector sets to determine the to-be-tested after the irradiation Whether the chip is wrong;
  • a sensitive output module configured to generate a compressed sensing equation according to the test result of the test vector set and the observation matrix when determining the error of the chip to be tested after the irradiation, according to the compressed sensing equation and the preset
  • the signal reconstruction algorithm generates and outputs a distribution of sensitive logic units of the total dose effect inside the chip to be tested.
  • the measurable design of the circuit in the chip to be tested is the original signal of the total dose effect of the chip structure after the measurability design, and according to the compressed sensing theory, the observation matrix of the original signal is generated, and each row of the observation matrix is generated.
  • the test vector set corresponding to the vector and then performing total dose irradiation on a preset number of identical chips to be tested simultaneously, and testing the corresponding chip to be tested after the irradiation by all the test vector sets, and determining the chip to be tested according to the test result Whether there is an error under irradiation, when an error occurs, according to all the test results and the observation matrix, a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested is constructed, and the total internal dose of the chip to be tested can be generated according to the reconstructed signal.
  • FIG. 1 is a flowchart showing an implementation of a method for detecting a total dose effect according to Embodiment 1 of the present invention
  • FIG. 2 is a distribution diagram of a sensitive logic unit of a total dose effect inside a chip to be tested according to Embodiment 1 of the present invention
  • FIG. 3 is a relationship diagram of redundancy ratio and reconstruction accuracy in a process of distributing a sensitive logic unit for generating a total dose effect of a chip to be tested according to Embodiment 1 of the present invention
  • FIG. 4 is a flowchart showing an implementation of a method for detecting a total dose effect according to Embodiment 2 of the present invention
  • FIG. 5 is a schematic structural view of a total dose effect detecting device according to Embodiment 3 of the present invention.
  • FIG. 6 is a schematic structural view of a detecting device for total dose effect according to Embodiment 4 of the present invention.
  • Embodiment 1 is a diagrammatic representation of Embodiment 1:
  • FIG. 1 is a flowchart showing an implementation process of a method for detecting a total dose effect according to Embodiment 1 of the present invention. For convenience of description, only parts related to the embodiment of the present invention are shown, which are described in detail as follows:
  • step S101 the circuit in the chip to be tested is designed for testability.
  • Embodiments of the present invention are applicable to systems or platforms for the distribution of sensitive logic cells that test the total dose effect within the chip.
  • Testability design of the circuit in the chip to be tested using the controllability and observability of the testability design to pass the internal state of the chip under test under the total dose irradiation through the test result corresponding to the test vector set of the subsequent construction Reacted.
  • the number of scan chains may be determined according to the scale of the circuit in the chip to be tested, and then the testable design tool (for example, DFT Compiler) is used to insert the registers in the circuit into the scan chain by full scan.
  • DFT Compiler DFT Compiler
  • step S102 an original signal of the total dose effect of the chip to be tested is constructed, and an observation matrix of the original signal is generated.
  • the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested, and the sensitivity state of the total internal dose of the chip to be tested may be determined according to the chip to be tested.
  • the properties of the internal logic unit are determined.
  • x i represents that the logic unit R i in the chip to be tested is under the total dose effect irradiation Reliable or sensitive
  • x i 0
  • the logic unit R i can be considered to have reliability under total dose effect irradiation
  • N is the total number of logical units in the chip to be tested.
  • the number or distribution of the sensitive logic units in the circuit is sparse compared with all the logic units in the circuit, and the original signal is considered to be sparse, so the step of sparsely transforming the original signal in the compressed sensing is omitted.
  • the sparse basis matrix of the original signal is an identity matrix.
  • the observation matrix of the original signal is constructed, and according to the compressed sensing theory, it can be known that the constraint equidistance or incoherence should be satisfied between the observation matrix and the sparse basis matrix, since any given matrix is combined with a random matrix. It has great incoherence and often uses a random matrix as the observation matrix.
  • the original signal is a 0-1 distributed discrete signal
  • the test result is the number of logical units that are internally erroneous after the total dose of the chip to be tested is an integer greater than or equal to 0, and the observation matrix is used to represent the chip to be tested. Whether the corresponding logical unit is measured, so the observation matrix should be an integer of 0-1 distribution.
  • a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
  • step S103 a corresponding test vector set is generated according to the row vector in the observation matrix.
  • each row vector in the observation matrix corresponds to one test vector set, and one test vector set can be used to test a chip to be tested.
  • the test vector generation tool in the testability design is used to produce test vectors of all the units to be tested determined by the row vector, and the test vectors constitute a test vector set corresponding to the row vector. In this way, a test vector set corresponding to each row vector in the observation matrix can be generated.
  • step S104 a predetermined number of chips to be tested are subjected to total dose irradiation, and the corresponding chips to be tested after the irradiation are tested by all test vector sets to determine whether the chip to be tested after the irradiation is in error.
  • the time of each total dose effect test is usually more than ten hours, and there are usually hundreds of logic units in the circuit, in order to measure the logic unit in the chip faster and more accurately.
  • the state is monitored, and a preset number of chips identical to the chip to be tested can be placed in a preset total dose radiation environment while performing total dose irradiation.
  • the total dose radiation environment can be simulated radiation source
  • the simulated ray source may be a gamma ray, an electron beam of an electron accelerator, and an X-ray source.
  • the preset number is the number of rows of the observation matrix, and is also the number of test vector sets.
  • the test unit in the test chip is tested by the test vector in each test vector set, and the test result of each test vector set is the logical unit of the error in the corresponding test chip after irradiation.
  • the number therefore, the number of error logic units inside the chip to be tested is obtained while determining whether the chip to be tested after the irradiation is in error.
  • a chip can be irradiated multiple times, each time using a test vector set to test it.
  • step S105 when it is determined that the chip to be tested after the irradiation is in error, a compression sensing equation is generated according to the test result and the observation matrix of all the test vector sets, and the compressed sensing equation and the preset signal reconstruction algorithm are generated and output.
  • a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested may be constructed according to the test result and the observation matrix of all test vector sets,
  • the preset signal reconstruction algorithm nonlinearly optimizes the compressed sensing equation to generate a reconstructed signal of the total dose effect of the chip to be tested.
  • the reconstructed signal is the distribution of sensitive logic elements of the total dose effect of the chip to be tested.
  • the compressed sensing equation can be expressed as:
  • FIG. 2 is a distribution of sensitive logic cells for the total dose effect inside the chip to be tested, and the dot in FIG. 2 is a logic unit sensitive to the total dose effect inside the chip to be tested.
  • the convex optimization algorithm with high signal recovery accuracy is used to solve the compressed sensing equation, and the reconstruction precision of the reconstructed signal of the total dose effect of the chip under test is effectively improved.
  • the total dose effect reconstruction signal of the chip to be tested has the best effect, that is, the reconstruction accuracy. highest.
  • the sparsity is the number of 1 in the original signal
  • the abscissa in FIG. 3 is the redundancy ratio
  • the ordinate is the reconstruction accuracy
  • the reconstruction accuracy is the correct data in the reconstructed signal and the total scale of the reconstructed signal.
  • the ratios, curves 1 to 5 in Fig. 3 sequentially indicate the relationship between the redundancy ratio and the reconstruction accuracy when the number of registers to be observed in one test is 200, 100, 50, 25, and 13, respectively.
  • the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing
  • the degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect is the degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect.
  • Embodiment 2 is a diagrammatic representation of Embodiment 1:
  • FIG. 4 is a flowchart showing an implementation process of a method for detecting a total dose effect according to Embodiment 2 of the present invention, which is described in detail as follows:
  • step S401 the circuit in the chip to be tested is designed for testability.
  • the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design.
  • the test results corresponding to the vector set are reflected.
  • step S402 an original signal of the total dose effect of the chip to be tested is constructed, and an observation matrix of the original signal is generated.
  • the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested.
  • the observation matrix of the original signal may be a random matrix. Since the original signal is a 0-1 distributed discrete signal in the embodiment of the present invention, the test result is the number of internal logic units after the total dose of the chip to be tested is irradiated. Is an integer greater than or equal to 0.
  • the observation matrix is used to indicate whether the corresponding logical unit in the chip to be tested is the unit to be tested.
  • the measurement matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
  • step S403 a corresponding test vector set is generated according to the row vector in the observation matrix.
  • determining whether the logical unit corresponding to the position is a unit to be tested according to the value of each position in the current row vector of the observation matrix, and using the test vector generation tool in the testability design to produce all the determined by the row vector.
  • Test vectors of the unit to be tested these test vectors constitute a test vector set corresponding to the row vector, and thus, a test vector set corresponding to each row vector in the observation matrix can be generated.
  • step S404 total dose irradiation is performed on a preset number of chips to be tested, and the corresponding chips to be tested after the irradiation are tested through all test vector sets.
  • a preset number of chips identical to the chip to be tested may be placed in a preset total dose radiation environment while performing total dose irradiation, and the test vector pairs in each test vector set are correspondingly tested.
  • the units to be tested in the chip are tested, and the test result of each test vector set is the number of logical units that are erroneous after irradiation in the corresponding chip to be tested.
  • step S405 it is determined whether the chip to be tested after the irradiation is in error.
  • step S406 after testing the unit to be tested in the corresponding chip to be tested by using the test vector in each test vector set, according to the test result, it may be determined whether the chip to be tested after the irradiation is in error, when the chip to be tested is tested.
  • step S407 is performed when the chip to be tested is not erroneous under irradiation.
  • step S406 a compression sensing equation is generated according to the test result and the observation matrix of all test vector sets, and the distribution of sensitive logic elements of the total internal dose effect of the chip to be tested is generated and output according to the compressed sensing equation and the preset signal reconstruction algorithm.
  • a compressed sensing equation of a reconstructed signal for generating a total dose effect of a chip to be tested may be constructed according to test results and an observation matrix of all test vector sets, by a preset signal reconstruction algorithm and a compressed sensing equation. And generating a reconstructed signal of a total dose effect inside the chip to be tested, the reconstructed signal being a sensitive logic unit distribution of the total dose effect inside the chip to be tested.
  • step S407 the irradiation dose of the total dose irradiation is increased.
  • the total dose effect of the chip under test is increased by increasing the radiation dose of the total dose of radiation. After the irradiation dose is increased, the test chip is re-irradiated and tested until the chip to be tested is erroneous after irradiation, that is, a logic unit in which an error occurs.
  • the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing
  • the test results of the theoretical and test vector sets, the distribution of sensitive logic units for generating the total dose effect of the chip under test, thereby efficiently and accurately locating the logic unit sensitive to the total dose irradiation inside the chip to be tested, thereby being able to quickly determine the test to be tested The degree of reliability of the radiation effect of the chip and the relationship between the irradiation conditions and the irradiation effect.
  • Embodiment 3 is a diagrammatic representation of Embodiment 3
  • FIG. 5 shows the structure of a total dose effect detecting device provided by Embodiment 3 of the present invention. For the convenience of description, only parts related to the embodiment of the present invention are shown, including:
  • the circuit design module 51 is configured to perform testability design on the circuit in the chip to be tested.
  • the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design.
  • the test results corresponding to the vector set are reflected.
  • the matrix generation module 52 is configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal.
  • the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested, and the sensitivity state of the total internal dose of the chip to be tested may be determined according to the chip to be tested.
  • the properties of the internal logic unit are determined.
  • x i represents that the logic unit R i in the chip to be tested is under the total dose effect irradiation Reliable or sensitive
  • N is the total number of logical units in the chip to be tested.
  • the number or distribution of the sensitive logic units in the circuit is sparse compared with all the logic units in the circuit, and the original signal is considered to be sparse, so the step of sparsely transforming the original signal in the compressed sensing is omitted.
  • the sparse basis matrix of the original signal is an identity matrix.
  • the observation matrix of the original signal is constructed, and according to the compressed sensing theory, it can be known that the constraint equidistance or incoherence should be satisfied between the observation matrix and the sparse basis matrix, since any given matrix is combined with a random matrix. It has great incoherence and often uses a random matrix as the observation matrix.
  • the sudden death signal is a 0-1 distributed discrete signal
  • the test result is the number of logical units that are erroneous after the total dose of the chip to be tested is an integer greater than or equal to 0, and the observation matrix is used to represent the corresponding in the chip. Whether the logical unit is measured, so the observation matrix should be an integer of 0-1 distribution.
  • a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
  • the vector set generation module 53 is configured to generate a corresponding test vector set according to the row vector in the observation matrix.
  • each row vector in the observation matrix corresponds to one test vector set, and one test vector set can be used to test a chip to be tested.
  • the test vector generation tool in the testability design is used to produce test vectors of all the units to be tested determined by the row vector, and the test vectors constitute a test vector set corresponding to the row vector. In this way, a test vector set corresponding to each row vector in the observation matrix can be generated.
  • the irradiation test module 54 is configured to perform total dose irradiation on a preset number of chips to be tested, and test the corresponding chips to be tested after the irradiation by using all test vector sets to determine whether the chip to be tested after the irradiation is in error. .
  • the time of each total dose effect test is usually more than ten hours, There are usually hundreds of logic units in the circuit.
  • a preset number of chips identical to the chip to be tested can be put into the preset total.
  • the dose radiation environment is simultaneously subjected to total dose irradiation.
  • the test unit in the test chip is tested by the test vector in each test vector set, and the test result of each test vector set is the number of logical units in the corresponding chip to be tested after the irradiation, so the antenna is determined.
  • the number of error logic units inside the chip to be tested is obtained while the chip under test is erroneous.
  • a chip can be irradiated multiple times, each time using a test vector set to test it.
  • the sensitive output module 55 is configured to generate a compressed sensing equation according to the test result and the observation matrix of all the test vector sets when determining the error of the chip to be tested after the irradiation, and generate the compressed sensing equation according to the compressed sensing equation and the preset signal reconstruction algorithm. And output the distribution of sensitive logic units of the total dose effect inside the chip to be tested.
  • a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested may be constructed according to the test result and the observation matrix of all test vector sets,
  • the preset signal reconstruction algorithm nonlinearly optimizes the compressed sensing equation to generate a reconstructed signal of the total dose effect of the chip to be tested.
  • the reconstructed signal is the distribution of sensitive logic elements of the total dose effect of the chip to be tested.
  • the compressed sensing equation can be expressed as:
  • Y ⁇ X', ie
  • the observation matrix
  • X' the reconstructed signal
  • a 11 , a 12 , etc. are the data in the observation matrix.
  • the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing
  • the theoretical and test vector set test results the total internal dose of the chip to be tested is generated.
  • the sensitive logic unit should be distributed to efficiently and accurately locate the logic unit sensitive to the total dose irradiation inside the chip to be tested, and quickly determine the reliability degree of the radiation effect of the chip to be tested and the relationship between the irradiation condition and the irradiation effect. relationship.
  • Embodiment 4 is a diagrammatic representation of Embodiment 4:
  • Embodiment 6 shows the structure of a total dose effect detecting device provided by Embodiment 4 of the present invention, which includes:
  • the circuit design module 61 is configured to perform testability design on the circuit in the chip to be tested.
  • the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design.
  • the test results corresponding to the vector set are reflected.
  • the matrix generation module 62 is configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal.
  • the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested.
  • the observation matrix of the original signal may be a random matrix. Since the original signal is a 0-1 distributed discrete signal in the embodiment of the present invention, the test result is the number of internal logic units after the total dose of the chip to be tested is irradiated. It is an integer greater than or equal to 0.
  • the observation matrix is used to indicate whether the corresponding logical unit in the chip to be tested is the unit to be tested. Therefore, the observation matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
  • the vector set generation module 63 is configured to generate a corresponding test vector set according to the row vector in the observation matrix.
  • determining whether the logical unit corresponding to the position is a unit to be tested according to the value of each position in the current row vector of the observation matrix, and using the test vector generation tool in the testability design to produce all the determined by the row vector.
  • Test vectors of the unit to be tested these test vectors constitute a test vector set corresponding to the row vector, and thus, a test vector set corresponding to each row vector in the observation matrix can be generated.
  • the irradiation test module 64 is configured to perform total dose irradiation on a preset number of chips to be tested, and pass all The test vector set is tested in the corresponding chip to be tested after the irradiation, and it is determined whether the chip to be tested after the irradiation is in error.
  • a preset number of chips identical to the chip to be tested may be placed in a preset total dose radiation environment while performing total dose irradiation, and the test vector pairs in each test vector set are correspondingly tested.
  • the units to be tested in the chip are tested, and the test result of each test vector set is the number of logical units that are erroneous after irradiation in the corresponding chip to be tested. Therefore, the number of error logic units inside the chip to be tested is obtained while determining whether the chip to be tested after the irradiation is in error.
  • the sensitive output module 65 is configured to generate a compressed sensing equation and a preset signal reconstruction algorithm according to the test result and the observation matrix of all the test vector sets when determining the error of the chip to be tested after the irradiation, and generate and output the chip to be tested. Distribution of sensitive logic units for internal total dose effects.
  • the compressed sensing equation when the chip to be tested is in error under irradiation, can be constructed according to the test result and the observation matrix of all test vector sets, and the preset signal reconstruction algorithm and the compressed sensing equation are generated.
  • the reconstructed signal of the total dose effect inside the chip is measured, and the reconstructed signal is a distribution of sensitive logic units of the total dose effect inside the chip to be tested.
  • the dose increasing module 66 is configured to increase the irradiation dose of the total dose irradiation when it is determined that the chip to be tested after the irradiation is not faulty.
  • the total dose effect is increased by increasing the irradiation dose of the total dose irradiation.
  • the chip to be tested is irradiated and tested again by the irradiation test module 64 until the chip to be tested is erroneous after irradiation, that is, a logic unit in which an error occurs in the chip to be tested.
  • the matrix generation module 62 includes an original signal construction module 621 and an observation matrix setup module 622, wherein:
  • the original signal construction module 621 is configured to construct an original signal according to whether the logic unit in the chip to be tested is sensitive to the total dose effect;
  • the observation matrix setting module 622 is configured to set the preset Bernoulli random matrix as the observation matrix of the original signal.
  • the vector set generation module 63 includes a test vector generation module 631 and a test vector set generation Module 632, wherein:
  • test vector generation module 631 configured to sequentially determine, according to each row vector in the observation matrix, a unit to be tested in a logic unit inside the chip to be tested, and generate a test vector of the unit to be tested;
  • the test vector set generation module 632 is configured to form test vectors of all the units to be tested in the chip to be tested into a test vector set, and each row vector corresponds to one test vector set.
  • the irradiation test module 64 includes an irradiation module 641 and a test module 642, wherein:
  • An irradiation module 641, configured to irradiate a preset number of chips to be tested in a preset total dose radiation environment
  • the test module 642 is configured to test, by using each test vector set, the corresponding chip to be tested after the irradiation, determine whether the chip to be tested after the irradiation is in error, and obtain an error logic unit of the chip to be tested after each irradiation. number.
  • the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing
  • the degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect is the degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect.
  • each unit of the total dose effect detecting device may be implemented by a corresponding hardware or software unit, and each unit may be an independent software and hardware unit, or may be integrated into a soft and hardware unit. Limit the invention.

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Abstract

The invention is applicable to the technical field of electronic information. Provided are a method and device for detecting a total dose effect. The method comprises: carrying out a design for testability on a circuit in a chip to be tested; constructing an original signal of the total dose effect of the chip to be tested to generate an observation matrix of the original signal and a test vector set corresponding to a row vector in the observation matrix; carrying out total dose irradiation on a pre-set number of chips to be tested, and testing a corresponding irradiated chip to be tested using all the test vector sets to determine whether an error occurs in the irradiated chip to be tested; and when an error occurs, generating a compressed sensing equation according to all the test results and the observation matrix, and generating the distribution of logic units sensitive to the total dose effect inside the chip to be tested by means of a pre-set signal reconstruction algorithm and the compressed sensing equation. Thus, in conjunction with the design for testability and the compressed sensing theory, the state of each logic unit inside the chip to be tested after the total dose irradiation is observed, and a logic unit sensitive to the total dose effect inside the chip to be tested is efficiently and accurately positioned.

Description

一种总剂量效应的探测方法及装置Method and device for detecting total dose effect 技术领域Technical field
本发明属于电子信息技术领域,尤其涉及一种总剂量效应的探测方法及装置。The invention belongs to the field of electronic information technology, and in particular relates to a method and a device for detecting total dose effects.
背景技术Background technique
空间辐射环境中的辐射粒子会对航天器的电子系统造成严重的影响,引起各种辐射效应,其中对半导体影响最大的辐射效应是总剂量效应和单粒子效,集成电路的总剂量效应是目前航天电子领域在辐照效应研究方面的重点和难点问题,总剂量效应会导致单个MOS器件阈值电压的漂移,还会导致集成电路的电路速度降低、电参数漂移、功耗增加甚至功能失效。The radiation particles in the space radiation environment will have a serious impact on the spacecraft's electronic system, causing various radiation effects. The radiation effects that have the greatest impact on the semiconductor are the total dose effect and the single-particle effect. The total dose effect of the integrated circuit is currently In the space electronics field, the key and difficult problems in the study of irradiation effects, the total dose effect will lead to the drift of the threshold voltage of a single MOS device, and also lead to the circuit speed reduction, electrical parameter drift, power consumption increase and even functional failure of the integrated circuit.
目前基于总剂量效应的可靠性测试方法采用模拟辐射源进行地面试验为主,试验中可采用原位测试和移位测试,对于某些器件或在某些条件下还要进行退火试验,在总剂量效应的测试过程中,主要以统计的方式监测在一定的辐射剂量下电参数和电路功能参数的变化,再根据参数变化去分析电路或器件的总剂量效应的机理。在大规模集成电路中受芯片测试端口的限制,这种方式不能观测到芯片内部每个逻辑单元的状态,无法准确地找到电路功能失效的临界条件,也无法定位出失效逻辑单元的分布,所以无法对逻辑单元失效机理进行准确高效的研究。At present, the reliability test method based on total dose effect is mainly based on simulated radiation source for ground test. In-situ test and shift test can be used in the test. For some devices or under certain conditions, annealing test is also required. In the test of dose effect, the changes of electrical parameters and circuit function parameters under certain radiation doses are mainly monitored statistically, and the mechanism of total dose effect of circuits or devices is analyzed according to parameter changes. In the large-scale integrated circuit, limited by the chip test port, this way can not observe the state of each logic unit inside the chip, can not accurately find the critical condition of the circuit function failure, and can not locate the distribution of the failed logic unit, so It is impossible to conduct an accurate and efficient study of the logic unit failure mechanism.
此外,总剂量效应对于用于密码安全的芯片来说,还是安全性的一大威胁。总剂量效应可作为错误注入攻击的一种重要攻击方式,辐射剂量的累加可能会导致密码电路的加解密运算出错,引起密码信息的泄露,因此对安全芯片的总剂量效应进行研究显得十分重要和迫切。然而,目前对总剂量效应的研究更多只是关注电路的可靠性,并没有针对密码电路的安全性进行深入的研究,且传 统的测试分析方法只评价总体电路的统计性能,没有测试出电路中对总剂量辐射敏感的逻辑单元,更不能定位出这些敏感单元,所以不能有针对性地指导芯片的可靠性和安全性设计。In addition, the total dose effect is a major threat to security for chips used for cryptographic security. The total dose effect can be used as an important attack method for error injection attacks. The accumulation of radiation dose may cause errors in the encryption and decryption operations of the cryptographic circuit, causing leakage of password information. Therefore, it is very important to study the total dose effect of the security chip. urgent. However, the current research on the total dose effect is more concerned with the reliability of the circuit, and does not conduct in-depth research on the security of the cryptographic circuit. The unified test analysis method only evaluates the statistical performance of the overall circuit. It does not test the logic unit that is sensitive to the total dose radiation in the circuit, and can not locate these sensitive units, so it cannot guide the reliability and safety design of the chip. .
发明内容Summary of the invention
本发明的目的在于提供一种总剂量效应的探测方法及装置,旨在解决由于现有技术无法观测到芯片内部每个逻辑单元在总剂量辐照后的状态,也无法定位到芯片内对总剂量效应敏感的逻辑单元的问题。The object of the present invention is to provide a method and a device for detecting the total dose effect, which aims to solve the problem that the state of each logic unit inside the chip after the total dose irradiation cannot be observed due to the prior art, and the in-chip pair can not be located. The problem of dose-sensitive logic units.
一方面,本发明提供了一种总剂量效应的探测方法,所述方法包括下述步骤:In one aspect, the invention provides a method of detecting a total dose effect, the method comprising the steps of:
对待测芯片中的电路进行可测性设计;Testability design of the circuit in the chip to be tested;
构造所述待测芯片总剂量效应的原始信号,生成所述原始信号的观测矩阵;Constructing an original signal of the total dose effect of the chip to be tested, and generating an observation matrix of the original signal;
根据所述观测矩阵中的行向量,生成对应的测试向量集;Generating a corresponding test vector set according to the row vector in the observation matrix;
对预设数量个所述待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确定所述辐照后的待测芯片是否出错;Performing total dose irradiation on a preset number of the chips to be tested, and testing the corresponding chips to be tested after the irradiation by using all test vector sets to determine whether the chip to be tested after the irradiation is in error;
当确定所述辐照后的待测芯片出错时,根据所述所有测试向量集的测试结果和所述观测矩阵,生成压缩感知方程,根据所述压缩感知方程和预设的信号重构算法,生成并输出所述待测芯片内部总剂量效应的敏感逻辑单元分布。When it is determined that the irradiated chip to be tested is in error, generating a compressed sensing equation according to the test result of the all test vector sets and the observation matrix, according to the compressed sensing equation and a preset signal reconstruction algorithm, Generating and outputting a distribution of sensitive logic cells for the total dose effect inside the chip to be tested.
另一方面,本发明提供了一种总剂量效应的探测装置,所述装置包括:In another aspect, the present invention provides a total dose effect detecting device, the device comprising:
电路设计模块,用于对待测芯片中的电路进行可测性设计;a circuit design module for testability design of circuits in the chip to be tested;
矩阵生成模块,用于构造所述待测芯片总剂量效应的原始信号,生成所述原始信号的观测矩阵;a matrix generating module, configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal;
向量集生成模块,用于根据所述观测矩阵中的行向量,生成对应的测试向量集;a vector set generation module, configured to generate a corresponding test vector set according to the row vector in the observation matrix;
辐照测试模块,用于对预设数量个所述待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确定所述辐照后的待测试 芯片是否出错;以及An irradiation test module is configured to perform total dose irradiation on a preset number of the chips to be tested, and test the corresponding chips to be tested after irradiation by using all test vector sets to determine the to-be-tested after the irradiation Whether the chip is wrong; and
敏感输出模块,用于当确定所述辐照后的待测芯片出错时,根据所述所有测试向量集的测试结果和所述观测矩阵,生成压缩感知方程,根据所述压缩感知方程和预设的信号重构算法,生成并输出所述待测芯片内部总剂量效应的敏感逻辑单元分布。a sensitive output module, configured to generate a compressed sensing equation according to the test result of the test vector set and the observation matrix when determining the error of the chip to be tested after the irradiation, according to the compressed sensing equation and the preset The signal reconstruction algorithm generates and outputs a distribution of sensitive logic units of the total dose effect inside the chip to be tested.
本发明对待测芯片中的电路进行可测性设计,为可测性设计后的芯片构造总剂量效应的原始信号,并根据压缩感知理论,生成该原始信号的观测矩阵,生成该观测矩阵每行向量对应的测试向量集,接着对预设数量个相同的待测芯片同时进行总剂量辐照,由所有的测试向量集对辐照后对应的待测芯片进行测试,根据测试结果确定待测芯片在辐照下是否出错,当出错时,根据所有测试结果和观测矩阵,构建用于生成待测芯片总剂量效应重构信号的压缩感知方程,根据重构信号即可生成待测芯片内部总剂量效应的敏感逻辑单元分布,从而通过可测性设计的可控性和可观性将待测芯片在总剂量辐射环境下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来,通过压缩感知理论提高了信号重构效率和重构准确性,高效、准确地定位了待测芯片内部对总剂量效应敏感的逻辑单元,进而能够快速判断出待测芯片的总剂量效应可靠性程度以及辐照条件与辐照效应之间的关系。The measurable design of the circuit in the chip to be tested is the original signal of the total dose effect of the chip structure after the measurability design, and according to the compressed sensing theory, the observation matrix of the original signal is generated, and each row of the observation matrix is generated. The test vector set corresponding to the vector, and then performing total dose irradiation on a preset number of identical chips to be tested simultaneously, and testing the corresponding chip to be tested after the irradiation by all the test vector sets, and determining the chip to be tested according to the test result Whether there is an error under irradiation, when an error occurs, according to all the test results and the observation matrix, a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested is constructed, and the total internal dose of the chip to be tested can be generated according to the reconstructed signal. The distribution of sensitive logic elements of the effect, so that the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through compression Perceptual theory improves signal reconstruction efficiency and reconstruction accuracy, and locates the chip under test efficiently and accurately Effect of total dose sensitive logic, and thus can be quickly determined the relationship between the degree of reliability of the irradiation of the radiation effect and the total dose effect of the chip under test.
附图说明DRAWINGS
图1是本发明实施例一提供的总剂量效应的探测方法的实现流程图;1 is a flowchart showing an implementation of a method for detecting a total dose effect according to Embodiment 1 of the present invention;
图2是本发明实施例一提供的待测芯片内部的总剂量效应的敏感逻辑单元分布图;2 is a distribution diagram of a sensitive logic unit of a total dose effect inside a chip to be tested according to Embodiment 1 of the present invention;
图3是本发明实施例一提供的生成待测芯片总剂量效应的敏感逻辑单元分布过程中冗余比与重构准确率的关系图;3 is a relationship diagram of redundancy ratio and reconstruction accuracy in a process of distributing a sensitive logic unit for generating a total dose effect of a chip to be tested according to Embodiment 1 of the present invention;
图4是本发明实施例二提供的总剂量效应的探测方法的实现流程图;4 is a flowchart showing an implementation of a method for detecting a total dose effect according to Embodiment 2 of the present invention;
图5为本发明实施例三提供的总剂量效应的探测装置的结构示意图;以及 5 is a schematic structural view of a total dose effect detecting device according to Embodiment 3 of the present invention;
图6是本发明实施例四提供的总剂量效应的探测装置的结构示意图。FIG. 6 is a schematic structural view of a detecting device for total dose effect according to Embodiment 4 of the present invention.
具体实施方式detailed description
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。The present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
以下结合具体实施例对本发明的具体实现进行详细描述:The specific implementation of the present invention is described in detail below in conjunction with specific embodiments:
实施例一:Embodiment 1:
图1示出了本发明实施例一提供的总剂量效应的探测方法的实现流程,为了便于说明,仅示出了与本发明实施例相关的部分,详述如下:FIG. 1 is a flowchart showing an implementation process of a method for detecting a total dose effect according to Embodiment 1 of the present invention. For convenience of description, only parts related to the embodiment of the present invention are shown, which are described in detail as follows:
在步骤S101中,对待测芯片中的电路进行可测性设计。In step S101, the circuit in the chip to be tested is designed for testability.
本发明实施例适用于测试芯片内部总剂量效应的敏感逻辑单元分布的系统或平台。对待测芯片中的电路进行可测性设计,以利用可测性设计的可控性和可观性将待测芯片在总剂量辐照下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来。具体地,可先根据待测芯片中电路的规模确定扫描链的条数,再采用可测性设计工具(例如DFT Compiler)将电路中的寄存器用全扫描的方式插入到扫描链中。Embodiments of the present invention are applicable to systems or platforms for the distribution of sensitive logic cells that test the total dose effect within the chip. Testability design of the circuit in the chip to be tested, using the controllability and observability of the testability design to pass the internal state of the chip under test under the total dose irradiation through the test result corresponding to the test vector set of the subsequent construction Reacted. Specifically, the number of scan chains may be determined according to the scale of the circuit in the chip to be tested, and then the testable design tool (for example, DFT Compiler) is used to insert the registers in the circuit into the scan chain by full scan.
在步骤S102中,构造待测芯片总剂量效应的原始信号,生成原始信号的观测矩阵。In step S102, an original signal of the total dose effect of the chip to be tested is constructed, and an observation matrix of the original signal is generated.
在本发明实施例中,可根据待测芯片中逻辑单元对总剂量效应的敏感性状态,构造待测芯片总剂量效应的原始信号,待测芯片内部总剂量的敏感性状态可根据待测芯片内部逻辑单元的属性确定。具体地,原始信号可表示为X=[x1,x2,…,xi,…,xN]Τ,其中,xi表示待测芯片中逻辑单元Ri在总剂量效应辐照下是可靠还是敏感,当xi=0时可认为逻辑单元Ri在总剂量效应辐照下具有可靠性,当xi=1时可认为逻辑单元Ri在总剂量效应辐照下是敏感的,N为待测芯片内逻辑单元的总数。 In the embodiment of the present invention, the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested, and the sensitivity state of the total internal dose of the chip to be tested may be determined according to the chip to be tested. The properties of the internal logic unit are determined. Specifically, the original signal can be expressed as X=[x 1 , x 2 , . . . , x i , . . . , x N ] Τ , where x i represents that the logic unit R i in the chip to be tested is under the total dose effect irradiation Reliable or sensitive, when x i =0, the logic unit R i can be considered to have reliability under total dose effect irradiation, and when x i =1, the logic unit R i can be considered to be sensitive under total dose effect irradiation. N is the total number of logical units in the chip to be tested.
在本发明实施例中,电路内部敏感逻辑单元的数目或分布与电路内部所有逻辑单元相比具有稀疏性,即可认为原始信号具有稀疏性,因此省略压缩感知中对原始信号进行稀疏变换的步骤,或者可理解为原始信号的稀疏基矩阵为单位矩阵。In the embodiment of the present invention, the number or distribution of the sensitive logic units in the circuit is sparse compared with all the logic units in the circuit, and the original signal is considered to be sparse, so the step of sparsely transforming the original signal in the compressed sensing is omitted. Or, it can be understood that the sparse basis matrix of the original signal is an identity matrix.
在本发明实施例中,接着构造原始信号的观测矩阵,根据压缩感知理论,可知观测矩阵与稀疏基矩阵之间应满足约束等距性或非相干性,由于任意给定的矩阵都与随机矩阵具有很大非相干性,常采用随机矩阵作为观测矩阵。在本发明实施例中原始信号为0-1分布的离散信号,测试结果为待测芯片总剂量辐照后内部出错的逻辑单元数目,是大于等于0的整数,观测矩阵用来表示待测芯片中对应的逻辑单元是否被测,因此观测矩阵应当为0-1分布的整数。具体地,可将0-1分布的伯努利随机矩阵设置为原始信号的观测矩阵。In the embodiment of the present invention, the observation matrix of the original signal is constructed, and according to the compressed sensing theory, it can be known that the constraint equidistance or incoherence should be satisfied between the observation matrix and the sparse basis matrix, since any given matrix is combined with a random matrix. It has great incoherence and often uses a random matrix as the observation matrix. In the embodiment of the present invention, the original signal is a 0-1 distributed discrete signal, and the test result is the number of logical units that are internally erroneous after the total dose of the chip to be tested is an integer greater than or equal to 0, and the observation matrix is used to represent the chip to be tested. Whether the corresponding logical unit is measured, so the observation matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
在步骤S103中,根据观测矩阵中的行向量,生成对应的测试向量集。In step S103, a corresponding test vector set is generated according to the row vector in the observation matrix.
在本发明实施例中,观测矩阵中的每个行向量对应一个测试向量集,一个测试向量集可用来测试一个待测芯片。In the embodiment of the present invention, each row vector in the observation matrix corresponds to one test vector set, and one test vector set can be used to test a chip to be tested.
具体地,根据观测矩阵当前行向量中每个位置的数值确定该位置对应的逻辑单元是否为待测单元,例如,当该位置的数值为1时,对应的逻辑单元为待测单元,当该位置的数值为0时,对应的逻辑单元不为待测单元。确定后,采用可测性设计中的测试向量产生工具生产该行向量确定的所有待测单元的测试向量,这些测试向量构成该行向量对应的测试向量集。如此,可生成观测矩阵中每个行向量对应的测试向量集。Specifically, determining, according to the value of each position in the current row vector of the observation matrix, whether the logical unit corresponding to the location is a unit to be tested, for example, when the value of the location is 1, the corresponding logical unit is a unit to be tested, when When the value of the position is 0, the corresponding logical unit is not the unit to be tested. After the determination, the test vector generation tool in the testability design is used to produce test vectors of all the units to be tested determined by the row vector, and the test vectors constitute a test vector set corresponding to the row vector. In this way, a test vector set corresponding to each row vector in the observation matrix can be generated.
在步骤S104中,对预设数量个待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确定辐照后的待测芯片是否出错。In step S104, a predetermined number of chips to be tested are subjected to total dose irradiation, and the corresponding chips to be tested after the irradiation are tested by all test vector sets to determine whether the chip to be tested after the irradiation is in error.
在本发明实施例中,每一次总剂量效应测试的时间通常在十几个小时以上、电路中的逻辑单元通常有成千上百个,为了更快、更准确地对待测芯片中逻辑单元的状态进行监测,可将预设数量个与待测芯片相同的芯片放入预设的总剂量辐射环境同时进行总剂量辐照。具体地,总剂量辐射环境可采用模拟辐射源 进行地面试验的方式,模拟射线源可为γ射线、电子加速器的电子束以及X射线源,预设数量为观测矩阵的行数,也为测试向量集的数量。In the embodiment of the present invention, the time of each total dose effect test is usually more than ten hours, and there are usually hundreds of logic units in the circuit, in order to measure the logic unit in the chip faster and more accurately. The state is monitored, and a preset number of chips identical to the chip to be tested can be placed in a preset total dose radiation environment while performing total dose irradiation. Specifically, the total dose radiation environment can be simulated radiation source For the ground test method, the simulated ray source may be a gamma ray, an electron beam of an electron accelerator, and an X-ray source. The preset number is the number of rows of the observation matrix, and is also the number of test vector sets.
在本发明实施例中,通过每个测试向量集中的测试向量对相应待测芯片中的待测单元进行测试,每个测试向量集的测试结果为相应待测芯片中辐照后出错的逻辑单元数目,因此在确定辐照后的待测芯片是否出错的同时获得待测芯片内部的出错逻辑单元数目。In the embodiment of the present invention, the test unit in the test chip is tested by the test vector in each test vector set, and the test result of each test vector set is the logical unit of the error in the corresponding test chip after irradiation. The number, therefore, the number of error logic units inside the chip to be tested is obtained while determining whether the chip to be tested after the irradiation is in error.
可选地,也可对一块芯片进行多次辐照,每次使用一个测试向量集对其进行测试。Alternatively, a chip can be irradiated multiple times, each time using a test vector set to test it.
在步骤S105中,当确定辐照后的待测芯片出错时,根据所有测试向量集的测试结果和观测矩阵,生成压缩感知方程,根据压缩感知方程和预设的信号重构算法,生成并输出待测芯片内部总剂量效应的敏感逻辑单元分布。In step S105, when it is determined that the chip to be tested after the irradiation is in error, a compression sensing equation is generated according to the test result and the observation matrix of all the test vector sets, and the compressed sensing equation and the preset signal reconstruction algorithm are generated and output. The distribution of sensitive logic elements for the total dose effect inside the chip to be tested.
在本发明实施例中,当确定待测芯片在辐照下出错时,可根据所有测试向量集的测试结果和观测矩阵构建用于生成待测芯片总剂量效应重构信号的压缩感知方程,通过预设的信号重构算法对压缩感知方程进行非线性优化,生成待测芯片内部总剂量效应的重构信号,该重构信号即待测芯片内部总剂量效应的敏感逻辑单元分布。In the embodiment of the present invention, when it is determined that the chip to be tested is in error under irradiation, a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested may be constructed according to the test result and the observation matrix of all test vector sets, The preset signal reconstruction algorithm nonlinearly optimizes the compressed sensing equation to generate a reconstructed signal of the total dose effect of the chip to be tested. The reconstructed signal is the distribution of sensitive logic elements of the total dose effect of the chip to be tested.
具体地,压缩感知方程可表示为:Specifically, the compressed sensing equation can be expressed as:
Y=ΦX',即
Figure PCTCN2017080692-appb-000001
其中,Y为测试结果,Φ为观测矩阵,X'为重构信号,a11、a12等为观测矩阵中的数据。当xi'=0时认为逻辑单元Ri在总剂量辐照下是可靠的,当xi'=1时认为逻辑单元Ri在总剂量辐照下是敏感的。作为示例地,图2为待测芯片内部总剂量效应的敏感逻辑单元分布,图2中的圆点为待测芯片内部对总剂量效应敏感的逻辑单元。
Y=ΦX', ie
Figure PCTCN2017080692-appb-000001
Where Y is the test result, Φ is the observation matrix, X' is the reconstructed signal, and a 11 , a 12 , etc. are the data in the observation matrix. When x i '= 0 R i that the logic unit at a total irradiation dose is reliable, when the x i' = R i that the logic unit at a total dose of radiation is sensitive to 1. As an example, FIG. 2 is a distribution of sensitive logic cells for the total dose effect inside the chip to be tested, and the dot in FIG. 2 is a logic unit sensitive to the total dose effect inside the chip to be tested.
优选地,采用信号恢复精度高的凸优化算法求解压缩感知方程,有效地提高待测芯片内部总剂量效应的重构信号的重构精度。 Preferably, the convex optimization algorithm with high signal recovery accuracy is used to solve the compressed sensing equation, and the reconstruction precision of the reconstructed signal of the total dose effect of the chip under test is effectively improved.
优选地,如图3所示,当冗余比(观测矩阵的行数与稀疏度的比例)大于等于4时,待测芯片内部总剂量效应重构信号的效果最好,即重构准确率最高。其中,稀疏度为原始信号中1的个数,图3中的横坐标为冗余比,纵坐标为重构准确率,重构准确率为重构信号中正确数据与重构信号总规模的比率,图3中的曲线1至5依次表示当一次测试下被观测的寄存器数目分别为200、100、50、25、13个时冗余比和重构准确率的关系。Preferably, as shown in FIG. 3, when the redundancy ratio (the ratio of the number of rows of the observation matrix to the sparsity) is greater than or equal to 4, the total dose effect reconstruction signal of the chip to be tested has the best effect, that is, the reconstruction accuracy. highest. Wherein, the sparsity is the number of 1 in the original signal, the abscissa in FIG. 3 is the redundancy ratio, the ordinate is the reconstruction accuracy, and the reconstruction accuracy is the correct data in the reconstructed signal and the total scale of the reconstructed signal. The ratios, curves 1 to 5 in Fig. 3, sequentially indicate the relationship between the redundancy ratio and the reconstruction accuracy when the number of registers to be observed in one test is 200, 100, 50, 25, and 13, respectively.
在本发明实施例中,通过可测性设计的可控性和可观性将待测芯片在总剂量辐射环境下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来,通过压缩感知理论和测试向量集的测试结果,生成待测芯片内部总剂量效应的敏感逻辑单元分布,从而高效、准确地定位待测芯片内部对总剂量辐照敏感的逻辑单元,快速判断出待测芯片的辐射效应可靠性程度以及辐照条件与辐照效应之间的关系。In the embodiment of the present invention, the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing The test results of the theoretical and test vector sets, the distribution of sensitive logic units for generating the total dose effect of the chip under test, thereby efficiently and accurately locating the logic unit sensitive to the total dose irradiation inside the chip to be tested, and quickly determining the chip to be tested. The degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect.
实施例二:Embodiment 2:
图4示出了本发明实施例二提供的总剂量效应的探测方法的实现流程,详述如下:FIG. 4 is a flowchart showing an implementation process of a method for detecting a total dose effect according to Embodiment 2 of the present invention, which is described in detail as follows:
在步骤S401中,对待测芯片中的电路进行可测性设计。In step S401, the circuit in the chip to be tested is designed for testability.
在本发明实施例中,对待测芯片中的电路进行可测性设计,以利用可测性设计的可控性和可观性将待测芯片在总剂量辐照下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来。In the embodiment of the present invention, the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design. The test results corresponding to the vector set are reflected.
在步骤S402中,构造待测芯片总剂量效应的原始信号,生成原始信号的观测矩阵。In step S402, an original signal of the total dose effect of the chip to be tested is constructed, and an observation matrix of the original signal is generated.
在本发明实施例中,可根据待测芯片中逻辑单元对总剂量效应的敏感性状态,构造待测芯片总剂量效应的原始信号。根据压缩感知理论,原始信号的观测矩阵可为随机矩阵,由于本发明实施例中原始信号为0-1分布的离散信号,测试结果为待测芯片总剂量辐照后内部出错的逻辑单元数目,是大于等于0的整数,观测矩阵用来表示待测芯片中对应的逻辑单元是否为待测单元,因此观 测矩阵应当为0-1分布的整数。具体地,可将0-1分布的伯努利随机矩阵设置为原始信号的观测矩阵。In the embodiment of the present invention, the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested. According to the theory of compressed sensing, the observation matrix of the original signal may be a random matrix. Since the original signal is a 0-1 distributed discrete signal in the embodiment of the present invention, the test result is the number of internal logic units after the total dose of the chip to be tested is irradiated. Is an integer greater than or equal to 0. The observation matrix is used to indicate whether the corresponding logical unit in the chip to be tested is the unit to be tested. The measurement matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
在步骤S403中,根据观测矩阵中的行向量,生成对应的测试向量集。In step S403, a corresponding test vector set is generated according to the row vector in the observation matrix.
在本发明实施例中,根据观测矩阵当前行向量中每个位置的数值确定该位置对应的逻辑单元是否为待测单元,采用可测性设计中的测试向量产生工具生产该行向量确定的所有待测单元的测试向量,这些测试向量构成该行向量对应的测试向量集,如此,可生成观测矩阵中每个行向量对应的测试向量集。In the embodiment of the present invention, determining whether the logical unit corresponding to the position is a unit to be tested according to the value of each position in the current row vector of the observation matrix, and using the test vector generation tool in the testability design to produce all the determined by the row vector. Test vectors of the unit to be tested, these test vectors constitute a test vector set corresponding to the row vector, and thus, a test vector set corresponding to each row vector in the observation matrix can be generated.
在步骤S404中,对预设数量个待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试。In step S404, total dose irradiation is performed on a preset number of chips to be tested, and the corresponding chips to be tested after the irradiation are tested through all test vector sets.
在本发明实施例中,可将预设数量个与待测芯片相同的芯片放入预设的总剂量辐射环境同时进行总剂量辐照,并通过每个测试向量集中的测试向量对相应待测芯片中的待测单元进行测试,每个测试向量集的测试结果为相应待测芯片中辐照后出错的逻辑单元数目。In the embodiment of the present invention, a preset number of chips identical to the chip to be tested may be placed in a preset total dose radiation environment while performing total dose irradiation, and the test vector pairs in each test vector set are correspondingly tested. The units to be tested in the chip are tested, and the test result of each test vector set is the number of logical units that are erroneous after irradiation in the corresponding chip to be tested.
在步骤S405中,确定辐照后的待测芯片是否出错。In step S405, it is determined whether the chip to be tested after the irradiation is in error.
在本发明实施例中,在通过每个测试向量集中的测试向量对相应待测芯片中的待测单元进行测试后,根据测试结果可确定辐照后的待测芯片是否出错,当待测芯片在辐照下出错时,执行步骤S406,当待测芯片在辐照下未出错时,执行步骤S407。In the embodiment of the present invention, after testing the unit to be tested in the corresponding chip to be tested by using the test vector in each test vector set, according to the test result, it may be determined whether the chip to be tested after the irradiation is in error, when the chip to be tested is tested. When an error occurs under irradiation, step S406 is performed, and when the chip to be tested is not erroneous under irradiation, step S407 is performed.
在步骤S406中,根据所有测试向量集的测试结果和观测矩阵,生成压缩感知方程,根据压缩感知方程和预设的信号重构算法,生成并输出待测芯片内部总剂量效应的敏感逻辑单元分布。In step S406, a compression sensing equation is generated according to the test result and the observation matrix of all test vector sets, and the distribution of sensitive logic elements of the total internal dose effect of the chip to be tested is generated and output according to the compressed sensing equation and the preset signal reconstruction algorithm. .
在本发明实施例中,可根据所有测试向量集的测试结果和观测矩阵构建用于生成待测芯片总剂量效应的重构信号的压缩感知方程,通过预设的信号重构算法和压缩感知方程,生成待测芯片内部总剂量效应的重构信号,该重构信号即待测芯片内部总剂量效应的敏感逻辑单元分布。In the embodiment of the present invention, a compressed sensing equation of a reconstructed signal for generating a total dose effect of a chip to be tested may be constructed according to test results and an observation matrix of all test vector sets, by a preset signal reconstruction algorithm and a compressed sensing equation. And generating a reconstructed signal of a total dose effect inside the chip to be tested, the reconstructed signal being a sensitive logic unit distribution of the total dose effect inside the chip to be tested.
在步骤S407中,增加总剂量辐照的辐照剂量。 In step S407, the irradiation dose of the total dose irradiation is increased.
在本发明实施例中,通过增加总剂量辐照的辐照剂量加大待测芯片的总剂量效应。在增大了辐照剂量后,重新对待测芯片进行辐照和测试,直至待测芯片在辐照后出错,即出现发生错误的逻辑单元。In an embodiment of the invention, the total dose effect of the chip under test is increased by increasing the radiation dose of the total dose of radiation. After the irradiation dose is increased, the test chip is re-irradiated and tested until the chip to be tested is erroneous after irradiation, that is, a logic unit in which an error occurs.
在本发明实施例中,通过可测性设计的可控性和可观性将待测芯片在总剂量辐射环境下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来,通过压缩感知理论和测试向量集的测试结果,生成待测芯片内部总剂量效应的敏感逻辑单元分布,从而高效、准确地定位待测芯片内部对总剂量辐照敏感的逻辑单元,进而能够快速判断出待测芯片的辐射效应可靠性程度以及辐照条件与辐照效应之间的关系。In the embodiment of the present invention, the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing The test results of the theoretical and test vector sets, the distribution of sensitive logic units for generating the total dose effect of the chip under test, thereby efficiently and accurately locating the logic unit sensitive to the total dose irradiation inside the chip to be tested, thereby being able to quickly determine the test to be tested The degree of reliability of the radiation effect of the chip and the relationship between the irradiation conditions and the irradiation effect.
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成,所述的程序可以存储于一计算机可读取存储介质中,所述的存储介质,如ROM/RAM、磁盘、光盘等。One of ordinary skill in the art can understand that all or part of the steps of implementing the above embodiments may be completed by a program instructing related hardware, and the program may be stored in a computer readable storage medium, the storage. Media, such as ROM/RAM, disk, CD, etc.
实施例三:Embodiment 3:
图5示出了本发明实施例三提供的总剂量效应的探测装置的结构,为了便于说明,仅示出了与本发明实施例相关的部分,其中包括:FIG. 5 shows the structure of a total dose effect detecting device provided by Embodiment 3 of the present invention. For the convenience of description, only parts related to the embodiment of the present invention are shown, including:
电路设计模块51,用于对待测芯片中的电路进行可测性设计。The circuit design module 51 is configured to perform testability design on the circuit in the chip to be tested.
在本发明实施例中,对待测芯片中的电路进行可测性设计,以利用可测性设计的可控性和可观性将待测芯片在总剂量辐照下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来。In the embodiment of the present invention, the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design. The test results corresponding to the vector set are reflected.
矩阵生成模块52,用于构造待测芯片总剂量效应的原始信号,生成原始信号的观测矩阵。The matrix generation module 52 is configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal.
在本发明实施例中,可根据待测芯片中逻辑单元对总剂量效应的敏感性状态,构造待测芯片总剂量效应的原始信号,待测芯片内部总剂量的敏感性状态可根据待测芯片内部逻辑单元的属性确定。具体地,原始信号可表示为X=[x1,x2,…,xi,…,xN]Τ,其中,xi表示待测芯片中逻辑单元Ri在总剂量效应辐照下是可靠还是敏感,当xi=0时可认为逻辑单元Ri在总剂量效应辐照下具有可靠 性,当xi=1时可认为逻辑单元Ri在总剂量效应辐照下是敏感的,N为待测芯片内逻辑单元的总数。In the embodiment of the present invention, the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested, and the sensitivity state of the total internal dose of the chip to be tested may be determined according to the chip to be tested. The properties of the internal logic unit are determined. Specifically, the original signal can be expressed as X=[x 1 , x 2 , . . . , x i , . . . , x N ] Τ , where x i represents that the logic unit R i in the chip to be tested is under the total dose effect irradiation Reliable or sensitive, when x i =0, the logic unit R i can be considered to be reliable under total dose effect irradiation, and when x i =1, the logic unit R i can be considered to be sensitive under total dose effect irradiation. N is the total number of logical units in the chip to be tested.
在本发明实施例中,电路内部敏感逻辑单元的数目或分布与电路内部所有逻辑单元相比具有稀疏性,即可认为原始信号具有稀疏性,因此省略压缩感知中对原始信号进行稀疏变换的步骤,或者可理解为原始信号的稀疏基矩阵为单位矩阵。In the embodiment of the present invention, the number or distribution of the sensitive logic units in the circuit is sparse compared with all the logic units in the circuit, and the original signal is considered to be sparse, so the step of sparsely transforming the original signal in the compressed sensing is omitted. Or, it can be understood that the sparse basis matrix of the original signal is an identity matrix.
在本发明实施例中,接着构造原始信号的观测矩阵,根据压缩感知理论,可知观测矩阵与稀疏基矩阵之间应满足约束等距性或非相干性,由于任意给定的矩阵都与随机矩阵具有很大非相干性,常采用随机矩阵作为观测矩阵。在本发明实施例中冤死信号为0-1分布的离散信号,测试结果为待测芯片总剂量辐照后出错的逻辑单元数目,是大于等于0的整数,观测矩阵用来表示芯片中对应的逻辑单元是否被测,因此观测矩阵应当为0-1分布的整数。具体地,可将0-1分布的伯努利随机矩阵设置为原始信号的观测矩阵。In the embodiment of the present invention, the observation matrix of the original signal is constructed, and according to the compressed sensing theory, it can be known that the constraint equidistance or incoherence should be satisfied between the observation matrix and the sparse basis matrix, since any given matrix is combined with a random matrix. It has great incoherence and often uses a random matrix as the observation matrix. In the embodiment of the present invention, the sudden death signal is a 0-1 distributed discrete signal, and the test result is the number of logical units that are erroneous after the total dose of the chip to be tested is an integer greater than or equal to 0, and the observation matrix is used to represent the corresponding in the chip. Whether the logical unit is measured, so the observation matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
向量集生成模块53,用于根据观测矩阵中的行向量,生成对应的测试向量集。The vector set generation module 53 is configured to generate a corresponding test vector set according to the row vector in the observation matrix.
在本发明实施例中,观测矩阵中的每个行向量对应一个测试向量集,一个测试向量集可用来测试一个待测芯片。根据观测矩阵当前行向量中每个位置的数值确定该位置对应的逻辑单元是否为待测单元,例如,当该位置的数值为1时,对应的逻辑单元为待测单元,当该位置的数值为0时,对应的逻辑单元不为待测单元。确定后,采用可测性设计中的测试向量产生工具生产该行向量确定的所有待测单元的测试向量,这些测试向量构成该行向量对应的测试向量集。如此,可生成观测矩阵中每个行向量对应的测试向量集。In the embodiment of the present invention, each row vector in the observation matrix corresponds to one test vector set, and one test vector set can be used to test a chip to be tested. Determine whether the logical unit corresponding to the position is a unit to be tested according to the value of each position in the current row vector of the observation matrix. For example, when the value of the position is 1, the corresponding logical unit is the unit to be tested, and the value of the position is When 0, the corresponding logical unit is not the unit to be tested. After the determination, the test vector generation tool in the testability design is used to produce test vectors of all the units to be tested determined by the row vector, and the test vectors constitute a test vector set corresponding to the row vector. In this way, a test vector set corresponding to each row vector in the observation matrix can be generated.
辐照测试模块54,用于对预设数量个待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确定辐照后的待测试芯片是否出错。The irradiation test module 54 is configured to perform total dose irradiation on a preset number of chips to be tested, and test the corresponding chips to be tested after the irradiation by using all test vector sets to determine whether the chip to be tested after the irradiation is in error. .
在本发明实施例中,每一次总剂量效应测试的时间通常在十几个小时以上、 电路中的逻辑单元通常有成千上百个,为了更快、更准确地对待测芯片中逻辑单元的状态进行监测,可将预设数量个与待测芯片相同的芯片放入预设的总剂量辐射环境同时进行总剂量辐照。再通过每个测试向量集中的测试向量对相应待测芯片中的待测单元进行测试,每个测试向量集的测试结果为相应待测芯片中辐照后出错的逻辑单元数目,因此在确定辐照后的待测芯片是否出错的同时获得待测芯片内部的出错逻辑单元数目。In the embodiment of the present invention, the time of each total dose effect test is usually more than ten hours, There are usually hundreds of logic units in the circuit. In order to monitor the state of the logic unit in the chip to be tested more quickly and accurately, a preset number of chips identical to the chip to be tested can be put into the preset total. The dose radiation environment is simultaneously subjected to total dose irradiation. Then, the test unit in the test chip is tested by the test vector in each test vector set, and the test result of each test vector set is the number of logical units in the corresponding chip to be tested after the irradiation, so the antenna is determined. The number of error logic units inside the chip to be tested is obtained while the chip under test is erroneous.
可选地,也可对一块芯片进行多次辐照,每次使用一个测试向量集对其进行测试。Alternatively, a chip can be irradiated multiple times, each time using a test vector set to test it.
敏感输出模块55,用于当确定辐照后的待测芯片出错时,根据所有测试向量集的测试结果和观测矩阵,生成压缩感知方程,根据压缩感知方程和预设的信号重构算法,生成并输出待测芯片内部总剂量效应的敏感逻辑单元分布。The sensitive output module 55 is configured to generate a compressed sensing equation according to the test result and the observation matrix of all the test vector sets when determining the error of the chip to be tested after the irradiation, and generate the compressed sensing equation according to the compressed sensing equation and the preset signal reconstruction algorithm. And output the distribution of sensitive logic units of the total dose effect inside the chip to be tested.
在本发明实施例中,当确定待测芯片在辐照下出错时,可根据所有测试向量集的测试结果和观测矩阵构建用于生成待测芯片总剂量效应重构信号的压缩感知方程,通过预设的信号重构算法对压缩感知方程进行非线性优化,生成待测芯片内部总剂量效应的重构信号,该重构信号即待测芯片内部总剂量效应的敏感逻辑单元分布。In the embodiment of the present invention, when it is determined that the chip to be tested is in error under irradiation, a compression sensing equation for generating a total dose effect reconstruction signal of the chip to be tested may be constructed according to the test result and the observation matrix of all test vector sets, The preset signal reconstruction algorithm nonlinearly optimizes the compressed sensing equation to generate a reconstructed signal of the total dose effect of the chip to be tested. The reconstructed signal is the distribution of sensitive logic elements of the total dose effect of the chip to be tested.
具体地,压缩感知方程可表示为:Specifically, the compressed sensing equation can be expressed as:
Y=ΦX',即
Figure PCTCN2017080692-appb-000002
其中,Y为测试结果,Φ为观测矩阵,X'为重构信号,a11、a12等为观测矩阵中的数据。当xi'=0时认为逻辑单元Ri在总剂量辐照下是可靠的,当xi'=1时认为逻辑单元Ri在总剂量辐照下是敏感的。
Y=ΦX', ie
Figure PCTCN2017080692-appb-000002
Where Y is the test result, Φ is the observation matrix, X' is the reconstructed signal, and a 11 , a 12 , etc. are the data in the observation matrix. When x i '= 0 R i that the logic unit at a total irradiation dose is reliable, when the x i' = R i that the logic unit at a total dose of radiation is sensitive to 1.
在本发明实施例中,通过可测性设计的可控性和可观性将待测芯片在总剂量辐射环境下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来,通过压缩感知理论和测试向量集的测试结果,生成待测芯片内部总剂量效 应的敏感逻辑单元分布,从而高效、准确地定位待测芯片内部对总剂量辐照敏感的逻辑单元,快速判断出待测芯片的辐射效应可靠性程度以及辐照条件与辐照效应之间的关系。In the embodiment of the present invention, the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing The theoretical and test vector set test results, the total internal dose of the chip to be tested is generated. The sensitive logic unit should be distributed to efficiently and accurately locate the logic unit sensitive to the total dose irradiation inside the chip to be tested, and quickly determine the reliability degree of the radiation effect of the chip to be tested and the relationship between the irradiation condition and the irradiation effect. relationship.
实施例四:Embodiment 4:
图6示出了本发明实施例四提供的总剂量效应的探测装置的结构,其中包括:6 shows the structure of a total dose effect detecting device provided by Embodiment 4 of the present invention, which includes:
电路设计模块61,用于对待测芯片中的电路进行可测性设计。The circuit design module 61 is configured to perform testability design on the circuit in the chip to be tested.
在本发明实施例中,对待测芯片中的电路进行可测性设计,以利用可测性设计的可控性和可观性将待测芯片在总剂量辐照下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来。In the embodiment of the present invention, the circuit in the chip to be tested is designed for testability, and the internal state of the chip under test under the total dose irradiation is tested by the subsequent structure by using the controllability and observability of the testability design. The test results corresponding to the vector set are reflected.
矩阵生成模块62,用于构造待测芯片总剂量效应的原始信号,生成原始信号的观测矩阵。The matrix generation module 62 is configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal.
在本发明实施例中,可根据待测芯片中逻辑单元对总剂量效应的敏感性状态,构造待测芯片总剂量效应的原始信号。根据压缩感知理论,原始信号的观测矩阵可为随机矩阵,由于本发明实施例中原始信号为0-1分布的离散信号,测试结果为待测芯片总剂量辐照后内部出错的逻辑单元数目,是大于等于0的整数,观测矩阵用来表示待测芯片中对应的逻辑单元是否为待测单元,因此观测矩阵应当为0-1分布的整数。具体地,可将0-1分布的伯努利随机矩阵设置为原始信号的观测矩阵。In the embodiment of the present invention, the original signal of the total dose effect of the chip to be tested may be constructed according to the sensitivity state of the logic unit to the total dose effect in the chip to be tested. According to the theory of compressed sensing, the observation matrix of the original signal may be a random matrix. Since the original signal is a 0-1 distributed discrete signal in the embodiment of the present invention, the test result is the number of internal logic units after the total dose of the chip to be tested is irradiated. It is an integer greater than or equal to 0. The observation matrix is used to indicate whether the corresponding logical unit in the chip to be tested is the unit to be tested. Therefore, the observation matrix should be an integer of 0-1 distribution. Specifically, a Bernoulli random matrix of 0-1 distribution can be set as an observation matrix of the original signal.
向量集生成模块63,用于根据观测矩阵中的行向量,生成对应的测试向量集。The vector set generation module 63 is configured to generate a corresponding test vector set according to the row vector in the observation matrix.
在本发明实施例中,根据观测矩阵当前行向量中每个位置的数值确定该位置对应的逻辑单元是否为待测单元,采用可测性设计中的测试向量产生工具生产该行向量确定的所有待测单元的测试向量,这些测试向量构成该行向量对应的测试向量集,如此,可生成观测矩阵中每个行向量对应的测试向量集。In the embodiment of the present invention, determining whether the logical unit corresponding to the position is a unit to be tested according to the value of each position in the current row vector of the observation matrix, and using the test vector generation tool in the testability design to produce all the determined by the row vector. Test vectors of the unit to be tested, these test vectors constitute a test vector set corresponding to the row vector, and thus, a test vector set corresponding to each row vector in the observation matrix can be generated.
辐照测试模块64,用于对预设数量个待测芯片进行总剂量辐照,通过所有 测试向量集对辐照后对应的待测芯片内进行测试,确定辐照后的待测芯片是否出错。The irradiation test module 64 is configured to perform total dose irradiation on a preset number of chips to be tested, and pass all The test vector set is tested in the corresponding chip to be tested after the irradiation, and it is determined whether the chip to be tested after the irradiation is in error.
在本发明实施例中,可将预设数量个与待测芯片相同的芯片放入预设的总剂量辐射环境同时进行总剂量辐照,并通过每个测试向量集中的测试向量对相应待测芯片中的待测单元进行测试,每个测试向量集的测试结果为相应待测芯片中辐照后出错的逻辑单元数目。因此在确定辐照后的待测芯片是否出错的同时获得待测芯片内部的出错逻辑单元数目。In the embodiment of the present invention, a preset number of chips identical to the chip to be tested may be placed in a preset total dose radiation environment while performing total dose irradiation, and the test vector pairs in each test vector set are correspondingly tested. The units to be tested in the chip are tested, and the test result of each test vector set is the number of logical units that are erroneous after irradiation in the corresponding chip to be tested. Therefore, the number of error logic units inside the chip to be tested is obtained while determining whether the chip to be tested after the irradiation is in error.
敏感输出模块65,用于当确定辐照后的待测芯片出错时,根据所有测试向量集的测试结果和观测矩阵,生成压缩感知方程和预设的信号重构算法,生成并输出待测芯片内部总剂量效应的敏感逻辑单元分布。The sensitive output module 65 is configured to generate a compressed sensing equation and a preset signal reconstruction algorithm according to the test result and the observation matrix of all the test vector sets when determining the error of the chip to be tested after the irradiation, and generate and output the chip to be tested. Distribution of sensitive logic units for internal total dose effects.
在本发明实施例中,当待测芯片在辐照下出错时,可根据所有测试向量集的测试结果和观测矩阵构建压缩感知方程,通过预设的信号重构算法和压缩感知方程,生成待测芯片内部总剂量效应的重构信号,该重构信号即待测芯片内部总剂量效应的敏感逻辑单元分布。In the embodiment of the present invention, when the chip to be tested is in error under irradiation, the compressed sensing equation can be constructed according to the test result and the observation matrix of all test vector sets, and the preset signal reconstruction algorithm and the compressed sensing equation are generated. The reconstructed signal of the total dose effect inside the chip is measured, and the reconstructed signal is a distribution of sensitive logic units of the total dose effect inside the chip to be tested.
剂量增加模块66,用于当确定辐照后的待测芯片未出错时,增加总剂量辐照的辐照剂量。The dose increasing module 66 is configured to increase the irradiation dose of the total dose irradiation when it is determined that the chip to be tested after the irradiation is not faulty.
在本发明实施例中,通过增加总剂量辐照的辐照剂量来加大总剂量效应。在增大了辐照剂量后,重新由辐照测试模块64对待测芯片进行辐照和测试,直至待测芯片在辐照后出错,即待测芯片中出现发生错误的逻辑单元。In an embodiment of the invention, the total dose effect is increased by increasing the irradiation dose of the total dose irradiation. After the irradiation dose is increased, the chip to be tested is irradiated and tested again by the irradiation test module 64 until the chip to be tested is erroneous after irradiation, that is, a logic unit in which an error occurs in the chip to be tested.
优选地,矩阵生成模块62包括原始信号构造模块621和观测矩阵设置模块622,其中:Preferably, the matrix generation module 62 includes an original signal construction module 621 and an observation matrix setup module 622, wherein:
原始信号构造模块621,用于根据待测芯片中逻辑单元是否对总剂量效应的敏感性状态,构造原始信号;以及The original signal construction module 621 is configured to construct an original signal according to whether the logic unit in the chip to be tested is sensitive to the total dose effect;
观测矩阵设置模块622,用于将预设的伯努利随机矩阵设置为原始信号的观测矩阵。The observation matrix setting module 622 is configured to set the preset Bernoulli random matrix as the observation matrix of the original signal.
优选地,向量集生成模块63包括测试向量生成模块631和测试向量集生成 模块632,其中:Preferably, the vector set generation module 63 includes a test vector generation module 631 and a test vector set generation Module 632, wherein:
测试向量生成模块631,用于依次根据观测矩阵中每个行向量,确定待测芯片内部的逻辑单元中的待测单元,并生成待测单元的测试向量;以及a test vector generation module 631, configured to sequentially determine, according to each row vector in the observation matrix, a unit to be tested in a logic unit inside the chip to be tested, and generate a test vector of the unit to be tested;
测试向量集生成模块632,用于将待测芯片中所有待测单元的测试向量构成一个测试向量集,每个行向量对应一个测试向量集。The test vector set generation module 632 is configured to form test vectors of all the units to be tested in the chip to be tested into a test vector set, and each row vector corresponds to one test vector set.
优选地,辐照测试模块64包括辐照模块641和测试模块642,其中:Preferably, the irradiation test module 64 includes an irradiation module 641 and a test module 642, wherein:
辐照模块641,用于在预设的总剂量辐射环境中对预设数量个待测芯片进行辐照;以及An irradiation module 641, configured to irradiate a preset number of chips to be tested in a preset total dose radiation environment;
测试模块642,用于通过每个测试向量集对辐照后相应的待测芯片进行测试,确定辐照后的待测芯片是否出错,并获得每个辐照后的待测芯片的出错逻辑单元数目。The test module 642 is configured to test, by using each test vector set, the corresponding chip to be tested after the irradiation, determine whether the chip to be tested after the irradiation is in error, and obtain an error logic unit of the chip to be tested after each irradiation. number.
在本发明实施例中,通过可测性设计的可控性和可观性将待测芯片在总剂量辐射环境下的内部状态通过后续构造的测试向量集所对应的测试结果反应出来,通过压缩感知理论和测试向量集的测试结果,生成待测芯片内部总剂量效应的敏感逻辑单元分布,从而高效、准确地定位待测芯片内部对总剂量辐照敏感的逻辑单元,快速判断出待测芯片的辐射效应可靠性程度以及辐照条件与辐照效应之间的关系。In the embodiment of the present invention, the internal state of the chip under test in the total dose radiation environment is reflected by the test result corresponding to the test vector set of the subsequent configuration through the controllability and observability of the testability design, through the compressed sensing The test results of the theoretical and test vector sets, the distribution of sensitive logic units for generating the total dose effect of the chip under test, thereby efficiently and accurately locating the logic unit sensitive to the total dose irradiation inside the chip to be tested, and quickly determining the chip to be tested. The degree of reliability of the radiation effect and the relationship between the irradiation conditions and the irradiation effect.
在本发明实施例中,总剂量效应的探测装置的各单元可由相应的硬件或软件单元实现,各单元可以为独立的软、硬件单元,也可以集成为一个软、硬件单元,在此不用以限制本发明。In the embodiment of the present invention, each unit of the total dose effect detecting device may be implemented by a corresponding hardware or software unit, and each unit may be an independent software and hardware unit, or may be integrated into a soft and hardware unit. Limit the invention.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。 The above is only the preferred embodiment of the present invention, and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. Within the scope.

Claims (10)

  1. 一种总剂量效应的探测方法,其特征在于,所述方法包括下述步骤:A method for detecting a total dose effect, characterized in that the method comprises the following steps:
    对待测芯片中的电路进行可测性设计;Testability design of the circuit in the chip to be tested;
    构造所述待测芯片总剂量效应的原始信号,生成所述原始信号的观测矩阵;Constructing an original signal of the total dose effect of the chip to be tested, and generating an observation matrix of the original signal;
    根据所述观测矩阵中的行向量,生成对应的测试向量集;Generating a corresponding test vector set according to the row vector in the observation matrix;
    对预设数量个所述待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确定所述辐照后的待测芯片是否出错;Performing total dose irradiation on a preset number of the chips to be tested, and testing the corresponding chips to be tested after the irradiation by using all test vector sets to determine whether the chip to be tested after the irradiation is in error;
    当确定所述辐照后的待测芯片出错时,根据所述所有测试向量集的测试结果和所述观测矩阵,生成压缩感知方程,根据所述压缩感知方程和预设的信号重构算法,生成并输出所述待测芯片内部总剂量效应的敏感逻辑单元分布。When it is determined that the irradiated chip to be tested is in error, generating a compressed sensing equation according to the test result of the all test vector sets and the observation matrix, according to the compressed sensing equation and a preset signal reconstruction algorithm, Generating and outputting a distribution of sensitive logic cells for the total dose effect inside the chip to be tested.
  2. 如权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 wherein the method further comprises:
    当确定所述辐照后的待测芯片未出错时,增加所述总剂量辐照的辐照剂量,并重新执行对预设数量个所述待测芯片进行总剂量辐照的操作。When it is determined that the irradiated chip to be tested is not erroneous, the irradiation dose of the total dose irradiation is increased, and the operation of performing total dose irradiation on a preset number of the chips to be tested is re-executed.
  3. 如权利要求1所述的方法,其特征在于,构造所述待测芯片总剂量效应的原始信号,生成所述原始信号的观测矩阵的步骤,包括:The method according to claim 1, wherein the step of constructing an original signal of the total dose effect of the chip to be tested and generating an observation matrix of the original signal comprises:
    根据所述待测芯片中逻辑单元对总剂量效应的敏感性状态,构造所述原始信号;Constructing the original signal according to a sensitivity state of a logic unit to a total dose effect in the chip to be tested;
    将预设的伯努利随机矩阵设置为所述原始信号的观测矩阵。A preset Bernoulli random matrix is set as the observation matrix of the original signal.
  4. 如权利要求1所述的方法,其特征在于,根据所述观测矩阵中的行向量,生成对应的测试向量集的步骤,包括:The method of claim 1 wherein the step of generating a corresponding set of test vectors based on the row vectors in the observation matrix comprises:
    依次根据所述观测矩阵中每个行向量,确定所述待测芯片内部的逻辑单元中的待测单元,生成所述待测单元的测试向量;Determining, according to each row vector in the observation matrix, a unit to be tested in a logic unit inside the chip to be tested, and generating a test vector of the unit to be tested;
    将所述待测芯片中所有待测单元的测试向量构成一个测试向量集,所述每个行向量对应一个测试向量集。The test vectors of all the units to be tested in the chip to be tested constitute a test vector set, and each of the row vectors corresponds to one test vector set.
  5. 如权利要求1所述的方法,其特征在于,对预设数量个所述待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,以确 定所述辐照后的待测芯片是否出错的步骤,包括:The method according to claim 1, wherein a total dose of the predetermined number of the chips to be tested is irradiated, and the corresponding chips to be tested after the irradiation are tested by all test vector sets to confirm The step of determining whether the chip to be tested after the irradiation is in error includes:
    在预设的总剂量辐射环境中对所述预设数量个待测芯片进行辐照;Irradiating the preset number of chips to be tested in a preset total dose radiation environment;
    通过所述每个测试向量集对所述辐照后相应的待测芯片进行测试,确定所述辐照后的待测芯片是否出错,并获得每个辐照后待测芯片的出错逻辑单元数目。Determining, by the each test vector set, the corresponding chip to be tested after the irradiation, determining whether the irradiated chip to be tested is in error, and obtaining the number of error logic units of the chip to be tested after each irradiation .
  6. 一种总剂量效应的探测装置,其特征在于,所述装置包括:A total dose effect detecting device, characterized in that the device comprises:
    电路设计模块,用于对待测芯片中的电路进行可测性设计;a circuit design module for testability design of circuits in the chip to be tested;
    矩阵生成模块,用于构造所述待测芯片总剂量效应的原始信号,生成所述原始信号的观测矩阵;a matrix generating module, configured to construct an original signal of the total dose effect of the chip to be tested, and generate an observation matrix of the original signal;
    向量集生成模块,用于根据所述观测矩阵中的行向量,生成对应的测试向量集;a vector set generation module, configured to generate a corresponding test vector set according to the row vector in the observation matrix;
    辐照测试模块,用于对预设数量个所述待测芯片进行总剂量辐照,通过所有测试向量集对辐照后对应的待测芯片进行测试,确定所述辐照后的待测试芯片是否出错;以及The irradiation test module is configured to perform total dose irradiation on a preset number of the chips to be tested, and test the corresponding chip to be tested after the irradiation by using all the test vector sets to determine the irradiated chip to be tested. Whether it is wrong; and
    敏感输出模块,用于当确定所述辐照后的待测芯片出错时,根据所述所有测试向量集的测试结果和所述观测矩阵,生成压缩感知方程,根据所述压缩感知方程和预设的信号重构算法,生成并输出所述待测芯片内部总剂量效应的敏感逻辑单元分布。a sensitive output module, configured to generate a compressed sensing equation according to the test result of the test vector set and the observation matrix when determining the error of the chip to be tested after the irradiation, according to the compressed sensing equation and the preset The signal reconstruction algorithm generates and outputs a distribution of sensitive logic units of the total dose effect inside the chip to be tested.
  7. 如权利要求6所述的装置,其特征在于,所述装置还包括:The device of claim 6 wherein said device further comprises:
    剂量增加模块,用于当确定所述辐照后的待测芯片未出错时,增加所述总剂量辐照的辐照剂量。And a dose increasing module, configured to increase an irradiation dose of the total dose irradiation when it is determined that the irradiated chip to be tested is not in error.
  8. 如权利要求6所述的装置,其特征在于,所述矩阵生成模块包括:The apparatus of claim 6, wherein the matrix generation module comprises:
    原始信号构造模块,用于根据所述待测芯片中逻辑单元对总剂量效应的敏感性状态,构造所述原始信号;以及An original signal construction module configured to construct the original signal according to a sensitivity state of a logic unit to a total dose effect in the chip to be tested;
    观测矩阵设置模块,用于将预设的伯努利随机矩阵设置为所述原始信号的观测矩阵。 An observation matrix setting module is configured to set a preset Bernoulli random matrix as an observation matrix of the original signal.
  9. 如权利要求6所述的装置,其特征在于,所述向量集生成模块包括:The apparatus of claim 6, wherein the vector set generation module comprises:
    测试向量生成模块,用于依次根据所述观测矩阵中每个行向量,确定所述待测芯片内部的逻辑单元中的待测单元,并生成所述待测单元的测试向量;以及a test vector generating module, configured to sequentially determine, according to each row vector in the observation matrix, a unit to be tested in a logic unit inside the chip to be tested, and generate a test vector of the unit to be tested;
    测试向量集生成模块,用于将所述待测芯片中所有待测单元的测试向量构成一个测试向量集,所述每个行向量对应一个测试向量集。And a test vector set generating module, configured to form test vectors of all the units to be tested in the chip to be tested into a test vector set, where each row vector corresponds to one test vector set.
  10. 如权利要求6所述的装置,其特征在于,所述辐照测试模块包括:The apparatus of claim 6 wherein said irradiation test module comprises:
    辐照模块,用于在预设的总剂量辐射环境中对所述预设数量个待测芯片进行辐照;以及An irradiation module for irradiating the preset number of chips to be tested in a preset total dose radiation environment;
    测试模块,用于通过所述每个测试向量集对所述辐照后相应的待测芯片进行测试,确定所述辐照后的待测芯片是否出错,并获得每个辐照后的待测芯片的出错逻辑单元数目。 a test module, configured to test, by using each of the test vector sets, the corresponding chip to be tested after the irradiation, determine whether the irradiated chip to be tested is in error, and obtain a test after each irradiation The number of error logic units in the chip.
PCT/CN2017/080692 2017-04-17 2017-04-17 Method and device for detecting total dose effect WO2018191837A1 (en)

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CN105070669A (en) * 2015-07-14 2015-11-18 西北核技术研究所 Analysis method of total dose effect sensitivity of logic gate circuit and analysis method of total dose effect sensitivity of CMOS digital circuit
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