Title :
Iterative AMR-WB Source and Channel Decoding Using Differential Space–Time Spreading-Assisted Sphere-Packing Modulation
Author :
Othman, Noor Shamsiah ; El-Hajjar, Mohammed ; Alamri, Osamah ; Ng, Soon Xin ; Hanzo, Lajos
Author_Institution :
Univ. of Southampton, Southampton
Abstract :
In this paper, we present a novel system that invokes jointly optimized iterative source and channel decoding for enhancing the error resilience of the adaptive multirate wideband (AMR-WB) speech codec. The resultant AMR-WB-coded speech signal is protected by a recursive systematic convolutional (RSC) code and transmitted using a noncoherently detected multiple-input-multiple-output (MIMO) differential space-time spreading (DSTS) scheme. To further enhance the attainable system performance and to maximize the coding advantage of the proposed transmission scheme, the system is also combined with multidimensional sphere-packing (SP) modulation. Furthermore, the convergence behavior of the proposed scheme is evaluated with the aid of extrinsic information transfer (EXIT) charts. The proposed system exhibits an Eb/N 0 gain of about 1 dB, as compared with the benchmark scheme carrying out joint channel decoding and DSTS-aided SP demodulation in conjunction with separate AMR-WB decoding, when using only I system = 2 system iterations and when communicating over narrow-band correlated Rayleigh fading channels.
Keywords :
MIMO communication; channel coding; source coding; speech codecs; Rayleigh fading channels; adaptive multirate wideband speech codec; channel decoding; differential space-time spreading-assisted sphere-packing modulation; multiple-input-multiple-output differential space-time spreading; recursive systematic convolutional code; source decoding; AMR-WB Speech Codec; Adaptive multirate wideband (AMR-WB) speech codec; Differential Space-Time Spreading; Soft Bit Based Iterative Speech Decoding; Sphere Decoder; Sphere Packing modulation; Three Stage Iterative Detection; Turbo; differential space–time spreading (DSTS); soft-bit-based iterative speech decoding; sphere decoder; sphere-packing (SP) modulation; three-stage iterative detection; turbo;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2008.924977