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Deep Learning and Optimization in Massive MIMO|Nallamothu Suneetha

Deep Learning and Optimization in Massive MIMO : Hybrid Approaches for Advanced Channel Estimation

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Overview

Deep Learning and Optimization in Massive MIMO explores intelligent channel estimation for millimeter wave based next-generation wireless systems. It integrates deep learning models with hybrid optimization algorithms to enhance estimation accuracy and efficiency. The book highlights advanced architectures such as DNNs, LSTMs, and Meta-heuristic-aided methods. Case studies with datasets like DeepMIMO illustrate practical implementations and performance gains. Written for researchers, engineers, and graduate students, it blends theory with application. A valuable resource for advancing 5G, 6G, and beyond in wireless communications. "Bridging deep learning intelligence with optimization to redefine channel estimation in massive MIMO for the 5G and 6G era".

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Details

  • ISBN-13: 9789999330527
  • ISBN-10: 9999330525
  • Publisher: Eliva Press
  • Publish Date: January 2025
  • Dimensions: 9 x 6 x 0.34 inches
  • Shipping Weight: 0.48 pounds
  • Page Count: 158

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