MIMO-UAC for Rate Enhancement and Range Extension

Abstract

Our research focuses on the horizontal underwater acoustic communications. During this year, our research on multi-input multi-output underwater acoustic communications (MIMO-UAC) can be categorized into two thrusts: (1) Robust MIMO-UAC with Low-Complexity Receivers and (2) Enhanced Channel Estimation and Symbol Detection for High Speed MIMO-UAC. In terms of MIMO-UAC with low-complexity receivers, we have established a simple windowed least squares (LS) channel estimator, developed a differential MIMO scheme obviating channel estimation, and analyzed the effects of different doubly-selective channel models in UAC scenarios. For high-speed MIMO-UAC, we have focused on the channel estimation and symbol detection problems in MIMO-UAC. We have presented a cyclic approach approach for designing training sequences with good auto- and cross-correlation properties. Iterative adaptive approach (IAA) coupled with Bayesian information criterion and RELAX has been presented as an approach for estimating the channel impulse response. We also proposed a new detection method called RELAX-BLAST. Our proposed schemes are tested via both simulations and field data from the acoustic communications experiment (RACE'08) conducted by the Woods Hole Oceanographic Institution (WHOI).

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2008
Accession Number
ADA491511

Entities

People

  • Jiantao Li
  • Liuqing Yang

Organizations

  • University of Florida

Tags

Communities of Interest

  • Energy and Power Technologies
  • Ground and Sea Platforms
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Acoustic Communications
  • Algorithms
  • Autonomous Underwater Vehicles
  • Channel Estimation
  • Channel Models
  • Cross Correlation
  • Data Science
  • Detection
  • Estimators
  • Modulation
  • Multiple Input Multiple Output
  • Sequences
  • Statistics
  • Training
  • Transmitters
  • Underwater Acoustic Communications
  • Underwater Communications

Fields of Study

  • Engineering

Readers

  • Acoustical Oceanography.
  • Military Logistics and Supply Chain Management
  • Radio communications and signal processing.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference