A new metric for BER evaluation in APP decoders with space diversity

We propose a new metric which summarizes in a single parameter most of the information required to infer the BER of a turbo code (TC) in a Rayleigh multiple-input multiple-output (MIMO) channel. This metric relies on the measurement of the mean and variance of the log-likelihood ratios (LLRs) at the TC output and it is shown to provide a one-to-one relationship with the BER. Thus, this metric can be used to monitor the quality-of-service (QoS) and detect the need of changing the transmission mode in a reconfigurable system with adaptive modulation and coding (AMC).

[1]  Evaggelos Geraniotis,et al.  Space-time turbo codes with full antenna diversity , 2001, IEEE Trans. Commun..

[3]  Athanasios Papoulis,et al.  Probability, Random Variables and Stochastic Processes , 1965 .

[4]  I. Miller Probability, Random Variables, and Stochastic Processes , 1966 .

[5]  Ingmar Land,et al.  Log-likelihood values and Monte Carlo simulation - some fundamental results , 2000 .

[6]  Bruno O. Shubert,et al.  Random variables and stochastic processes , 1979 .

[7]  Andrej Stefanov,et al.  Turbo-coded modulation for systems with transmit and receive antenna diversity over block fading channels: system model, decoding approaches, and practical considerations , 2001, IEEE J. Sel. Areas Commun..

[8]  Stephan ten Brink,et al.  Convergence behavior of iteratively decoded parallel concatenated codes , 2001, IEEE Trans. Commun..

[9]  Hesham El Gamal,et al.  Analyzing the turbo decoder using the Gaussian approximation , 2001, IEEE Trans. Inf. Theory.

[10]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[11]  Rüdiger L. Urbanke,et al.  Design of capacity-approaching irregular low-density parity-check codes , 2001, IEEE Trans. Inf. Theory.

[12]  Andrej Stefanov,et al.  Performance bounds for turbo-coded multiple antenna systems , 2003, IEEE J. Sel. Areas Commun..

[13]  Robert W. Heath,et al.  Adaptive modulation and MIMO coding for broadband wireless data networks , 2002, IEEE Commun. Mag..

[14]  Meritxell Lamarca,et al.  Decoding algorithms for reconfigurable space-time turbo codes , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..