Polar Codes: A Non-Trivial Approach to Channel Coding (Springer Topics in Signal Processing)
暫譯: 極化碼:通道編碼的非平凡方法 (Springer 信號處理主題)
Orhan Gazi
- 出版商: Springer
- 出版日期: 2018-06-20
- 售價: $5,640
- 貴賓價: 9.5 折 $5,358
- 語言: 英文
- 頁數: 170
- 裝訂: Hardcover
- ISBN: 9811307369
- ISBN-13: 9789811307362
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商品描述
This book explains the philosophy of the polar encoding and decoding technique. Polar codes are one of the most recently discovered capacity-achieving channel codes. What sets them apart from other channel codes is the fact that polar codes are designed mathematically and their performance is mathematically proven.
The book develops related fundamental concepts from information theory, such as entropy, mutual information, and channel capacity. It then explains the successive cancellation decoding logic and provides the necessary formulas, moving on to demonstrate the successive cancellation decoding operation with a tree structure. It also demonstrates the calculation of split channel capacities when polar codes are employed for binary erasure channels, and explains the mathematical formulation of successive cancellation decoding for polar codes. In closing, the book presents and proves the channel polarization theorem, before mathematically analyzing the performance of polar codes.
商品描述(中文翻譯)
這本書解釋了極化編碼和解碼技術的哲學。極化碼是最近發現的能夠達到通道容量的編碼之一。與其他通道碼不同的是,極化碼是以數學方式設計的,並且其性能是經過數學證明的。
本書發展了與資訊理論相關的基本概念,例如熵、互信息和通道容量。接著,它解釋了逐步取消解碼邏輯並提供必要的公式,然後展示了使用樹狀結構的逐步取消解碼操作。它還展示了在使用極化碼的二進制擦除通道中計算分裂通道容量的過程,並解釋了極化碼的逐步取消解碼的數學公式。最後,本書提出並證明了通道極化定理,然後對極化碼的性能進行數學分析。