Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels

Zhenhong Li; Aarne Mämmelä

doi:10.1109/ICPWC.2000.905799

Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

5 Citations (Scopus)

Abstract

An adaptive MLSE receiver based on per-survivor processing (PSP-MLSE) for the GSM/EDGE system with 8PSK modulation is presented. The initial channel impulse response is estimated by the LS algorithm with a training midamble sequence. The PSP-MLSE is in conjunction with the LMS algorithm to track the fast time-varying channel. Based on the EDGE burst structure, the second part of the data stream is tracked forwards while the first part is tracked backwards in order to improve the performance in rapidly changing channels. Computer simulations indicate that the PSP-MLSE is clearly superior to the conventional adaptive MLSE (CA-MLSE), especially, at high velocities. Moreover, the loss due to the estimation error is also presented by measuring the ideal system performance. Furthermore, the termination effect of the Viterbi algorithm is also discussed.

Original language	English
Title of host publication	2000 IEEE International Conference on Personal Wireless Communications
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	184-188
ISBN (Print)	0-7803-5893-7
DOIs	https://doi.org/10.1109/ICPWC.2000.905799
Publication status	Published - 6 Aug 2002
MoE publication type	A4 Article in a conference publication
Event	IEEE International Conference on Personal Wireless Communications - Duration: 17 Dec 2000 → 20 Dec 2000

Conference

Conference	IEEE International Conference on Personal Wireless Communications
Period	17/12/00 → 20/12/00

Keywords

GSM
Fading
Computer simulation
Least squares approximation
Maxium likehood estimation
Delay estimation
Phase shift keying
Viterbi algorithm

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10.1109/ICPWC.2000.905799

Cite this

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title = "Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels",

abstract = "An adaptive MLSE receiver based on per-survivor processing (PSP-MLSE) for the GSM/EDGE system with 8PSK modulation is presented. The initial channel impulse response is estimated by the LS algorithm with a training midamble sequence. The PSP-MLSE is in conjunction with the LMS algorithm to track the fast time-varying channel. Based on the EDGE burst structure, the second part of the data stream is tracked forwards while the first part is tracked backwards in order to improve the performance in rapidly changing channels. Computer simulations indicate that the PSP-MLSE is clearly superior to the conventional adaptive MLSE (CA-MLSE), especially, at high velocities. Moreover, the loss due to the estimation error is also presented by measuring the ideal system performance. Furthermore, the termination effect of the Viterbi algorithm is also discussed.",

keywords = "GSM, Fading, Computer simulation, Least squares approximation, Maxium likehood estimation, Delay estimation, Phase shift keying, Viterbi algorithm",

author = "Zhenhong Li and Aarne M{\"a}mmel{\"a}",

year = "2002",

month = aug,

day = "6",

doi = "10.1109/ICPWC.2000.905799",

language = "English",

isbn = "0-7803-5893-7",

pages = "184--188",

booktitle = "2000 IEEE International Conference on Personal Wireless Communications",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "IEEE International Conference on Personal Wireless Communications ; Conference date: 17-12-2000 Through 20-12-2000",

}

Li, Z & Mämmelä, A 2002, Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels. in 2000 IEEE International Conference on Personal Wireless Communications. IEEE Institute of Electrical and Electronic Engineers, pp. 184-188, IEEE International Conference on Personal Wireless Communications, 17/12/00. https://doi.org/10.1109/ICPWC.2000.905799

Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels. / Li, Zhenhong; Mämmelä, Aarne.
2000 IEEE International Conference on Personal Wireless Communications. IEEE Institute of Electrical and Electronic Engineers, 2002. p. 184-188.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels

AU - Li, Zhenhong

AU - Mämmelä, Aarne

PY - 2002/8/6

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N2 - An adaptive MLSE receiver based on per-survivor processing (PSP-MLSE) for the GSM/EDGE system with 8PSK modulation is presented. The initial channel impulse response is estimated by the LS algorithm with a training midamble sequence. The PSP-MLSE is in conjunction with the LMS algorithm to track the fast time-varying channel. Based on the EDGE burst structure, the second part of the data stream is tracked forwards while the first part is tracked backwards in order to improve the performance in rapidly changing channels. Computer simulations indicate that the PSP-MLSE is clearly superior to the conventional adaptive MLSE (CA-MLSE), especially, at high velocities. Moreover, the loss due to the estimation error is also presented by measuring the ideal system performance. Furthermore, the termination effect of the Viterbi algorithm is also discussed.

AB - An adaptive MLSE receiver based on per-survivor processing (PSP-MLSE) for the GSM/EDGE system with 8PSK modulation is presented. The initial channel impulse response is estimated by the LS algorithm with a training midamble sequence. The PSP-MLSE is in conjunction with the LMS algorithm to track the fast time-varying channel. Based on the EDGE burst structure, the second part of the data stream is tracked forwards while the first part is tracked backwards in order to improve the performance in rapidly changing channels. Computer simulations indicate that the PSP-MLSE is clearly superior to the conventional adaptive MLSE (CA-MLSE), especially, at high velocities. Moreover, the loss due to the estimation error is also presented by measuring the ideal system performance. Furthermore, the termination effect of the Viterbi algorithm is also discussed.

KW - GSM

KW - Fading

KW - Computer simulation

KW - Least squares approximation

KW - Maxium likehood estimation

KW - Delay estimation

KW - Phase shift keying

KW - Viterbi algorithm

U2 - 10.1109/ICPWC.2000.905799

DO - 10.1109/ICPWC.2000.905799

M3 - Conference article in proceedings

SN - 0-7803-5893-7

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BT - 2000 IEEE International Conference on Personal Wireless Communications

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - IEEE International Conference on Personal Wireless Communications

Y2 - 17 December 2000 through 20 December 2000

ER -

Adaptive PSP-MLSE receiver for GSM/EDGE system in fast multipath fading channels

Abstract

Conference

Keywords

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