Joint Estimation and Decoding of Space-Time Trellis Codes

<p/> <p>We explore the possibility of using an emerging tool in statistical signal processing, sequential importance sampling (SIS), for joint estimation and decoding of space-time trellis codes (STTC). First, we provide background on SIS, and then we discuss its application to space-tim...

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Main Authors: Zhang Jianqiu, Djuri&#263; Petar M
Format: Article
Language:English
Published: SpringerOpen 2002-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/S1110865702000677
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author Zhang Jianqiu
Djuri&#263; Petar M
author_facet Zhang Jianqiu
Djuri&#263; Petar M
author_sort Zhang Jianqiu
collection DOAJ
description <p/> <p>We explore the possibility of using an emerging tool in statistical signal processing, sequential importance sampling (SIS), for joint estimation and decoding of space-time trellis codes (STTC). First, we provide background on SIS, and then we discuss its application to space-time trellis code (STTC) systems. It is shown through simulations that SIS is suitable for joint estimation and decoding of STTC with time-varying flat-fading channels when phase ambiguity is avoided. We used a design criterion for STTCs and temporally correlated channels that combats phase ambiguity without pilot signaling. We have shown by simulations that the design is valid.</p>
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spelling doaj.art-38acdd4dad0d41aeb2f04dc7c9f484c02022-12-22T03:53:23ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802002-01-0120023182187Joint Estimation and Decoding of Space-Time Trellis CodesZhang JianqiuDjuri&#263; Petar M<p/> <p>We explore the possibility of using an emerging tool in statistical signal processing, sequential importance sampling (SIS), for joint estimation and decoding of space-time trellis codes (STTC). First, we provide background on SIS, and then we discuss its application to space-time trellis code (STTC) systems. It is shown through simulations that SIS is suitable for joint estimation and decoding of STTC with time-varying flat-fading channels when phase ambiguity is avoided. We used a design criterion for STTCs and temporally correlated channels that combats phase ambiguity without pilot signaling. We have shown by simulations that the design is valid.</p>http://dx.doi.org/10.1155/S1110865702000677space-time codingsequential importance samplingKalman filteringphase ambiguitydesign criterion
spellingShingle Zhang Jianqiu
Djuri&#263; Petar M
Joint Estimation and Decoding of Space-Time Trellis Codes
EURASIP Journal on Advances in Signal Processing
space-time coding
sequential importance sampling
Kalman filtering
phase ambiguity
design criterion
title Joint Estimation and Decoding of Space-Time Trellis Codes
title_full Joint Estimation and Decoding of Space-Time Trellis Codes
title_fullStr Joint Estimation and Decoding of Space-Time Trellis Codes
title_full_unstemmed Joint Estimation and Decoding of Space-Time Trellis Codes
title_short Joint Estimation and Decoding of Space-Time Trellis Codes
title_sort joint estimation and decoding of space time trellis codes
topic space-time coding
sequential importance sampling
Kalman filtering
phase ambiguity
design criterion
url http://dx.doi.org/10.1155/S1110865702000677
work_keys_str_mv AT zhangjianqiu jointestimationanddecodingofspacetimetrelliscodes
AT djuri263petarm jointestimationanddecodingofspacetimetrelliscodes