TY - GEN
T1 - Performance of CRC-Aided Erasure Demodulation for M-ary Chirp Spread Spectrum Signal
AU - Sanada, Yukitoshi
AU - Ono, Takumi
N1 - Funding Information:
ACKNOWLEDGEMENT This research was conducted under a contract of“ Research and development on IoT malware removal / make it nonfunctional technologies for effective use of the radio spectrum” among “ Research and Development for Expansion of Radio Wave Resources (JPJ000254)“ , which was supported by the Ministry of Internal Affairs and Communications, Japan.
Publisher Copyright:
© 2021 IEEE.
PY - 2021/8
Y1 - 2021/8
N2 - In this paper, erasure demodulation for an M-ary chirp spread spectrum signal is proposed. This demodulation scheme is assumed to be implemented in IoT devices to receive a deactivation command. In the erasure demodulation scheme a demodulator regards bit elements in a coded bit sequence as erasure if the corresponding correlator output is larger than a threshold and they are different from bit elements in a coded bit sequence for the maximum correlator output. Those erasure bits are treated as both "0"and "1"and cyclic redundancy check (CRC) decoding following the erasure demodulation checks which output is correct. As one of those outputs must be the same as the transmit coded bit, block error rate (BLER) performance improves. Even though the erasure demodulation increases the probability of false alarm, it can reduce the miss probability of deactivation. On the other hand, as the number of erasure bits increases, the number of CRC decoding operations grows exponentially and the probability of CRC miss detection also increases. Thus, the threshold level has to be decided according to the computational capability of each IoT device, the target BLER, and the probability of CRC miss detection. The performance of CRC miss detection and the BLER on a Rayleigh fading channel, a Rician fading channel, and a Vehicular-B channel are evaluated through computer simulation. Furthermore, cumulative distribution function curves for the number of erasure bits are also presented for different channel models.
AB - In this paper, erasure demodulation for an M-ary chirp spread spectrum signal is proposed. This demodulation scheme is assumed to be implemented in IoT devices to receive a deactivation command. In the erasure demodulation scheme a demodulator regards bit elements in a coded bit sequence as erasure if the corresponding correlator output is larger than a threshold and they are different from bit elements in a coded bit sequence for the maximum correlator output. Those erasure bits are treated as both "0"and "1"and cyclic redundancy check (CRC) decoding following the erasure demodulation checks which output is correct. As one of those outputs must be the same as the transmit coded bit, block error rate (BLER) performance improves. Even though the erasure demodulation increases the probability of false alarm, it can reduce the miss probability of deactivation. On the other hand, as the number of erasure bits increases, the number of CRC decoding operations grows exponentially and the probability of CRC miss detection also increases. Thus, the threshold level has to be decided according to the computational capability of each IoT device, the target BLER, and the probability of CRC miss detection. The performance of CRC miss detection and the BLER on a Rayleigh fading channel, a Rician fading channel, and a Vehicular-B channel are evaluated through computer simulation. Furthermore, cumulative distribution function curves for the number of erasure bits are also presented for different channel models.
KW - Chirp Spread Spectrum
KW - Cyclic Redundancy Check
KW - IoT Device
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U2 - 10.1109/APWCS50173.2021.9548725
DO - 10.1109/APWCS50173.2021.9548725
M3 - Conference contribution
AN - SCOPUS:85116635654
T3 - 17th IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2021 - Proceedings
BT - 17th IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2021 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2021
Y2 - 30 August 2021 through 31 August 2021
ER -