Title :
Adaptive Channel Estimation and Data Detection for Underwater Acoustic MIMO–OFDM Systems
Author :
Carrascosa, Patricia Ceballos ; Stojanovic, Milica
Author_Institution :
Telecom UPC, Barcelona, Spain
fDate :
7/1/2010 12:00:00 AM
Abstract :
In this paper, frequency and time correlation of the underwater channel are exploited to obtain a low-complexity adaptive channel estimation algorithm for multiple-input-multiple-output (MIMO) spatial multiplexing of independent data streams. The algorithm is coupled with nonuniform Doppler prediction and tracking, which enable decision-directed operation and reduces the overhead. Performance is demonstrated on experimental data recorded in several shallow-water channels over distances on the order of 1 km. Nearly error-free performance is observed for two and four transmitters with BCH(64,10) encoded quadrature phase-shift keying (QPSK) signals. With a 24-kHz bandwidth, overall data rates of up to 23 kb/s after coding were achieved with 2048 carriers. Good results have also been observed in two other experiments with varying MIMO-OFDM (orthogonal frequency-division multiplexing) configurations.
Keywords :
Doppler effect; MIMO communication; OFDM modulation; adaptive estimation; channel estimation; quadrature phase shift keying; underwater acoustic communication; underwater sound; Doppler tracking; bandwidth 24 kHz; data detection; data stream; decision-directed operation; encoded quadrature phase-shift keying signals; frequency-time correlation; low-complexity adaptive channel estimation algorithm; multiple-input-multiple-output spatial multiplexing; nonuniform Doppler prediction; orthogonal frequency-division multiplexing; shallow-water channel; underwater acoustic MIMO-OFDM system; underwater channel; Acoustic signal detection; Bandwidth; Channel estimation; Coherence; Correlation; Doppler effect; Estimation; Frequency estimation; MIMO; OFDM; Phase shift keying; Quadrature phase shift keying; Transmitters; Underwater acoustics; Underwater tracking; Adaptive channel estimation; multiple-input– multiple-output (MIMO); nonuniform Doppler distortion; orthogonal frequency-division multiplexing (OFDM); underwater acoustic communications;
Journal_Title :
Oceanic Engineering, IEEE Journal of
DOI :
10.1109/JOE.2010.2052326