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Cân bằng Zero-Forcing và Sai số Bình phương Trung bình Tối thiểu×Mã kiểm tra chẵn lẻ mật độ thấp (LDPC)×Kỹ thuật Đa đầu vào Đa đầu ra (MIMO)×Điều chế phân chia theo tần số trực giao (OFDM)×
Lĩnh vựcViễn thôngViễn thôngViễn thôngViễn thông
HọProcess / pipelineProcess / pipelineProcess / pipelineProcess / pipeline
Năm ra đời1974196219951971
Người khởi xướngSaleh Mansour and Paul ZervosRobert GallagerTelatar, Foschini, and GansWeinstein and Ebert
Loạilinear equalization algorithmlinear error-correcting codespatial multiplexing techniquemulticarrier modulation scheme
Công trình gốcProakis, J. G. (2001). Digital Communications (4th ed.). McGraw-Hill. link ↗Gallager, R. G. (1962). Low-density parity-check codes. IRE Transactions on Information Theory, 8(1), 21-28. DOI ↗Telatar, I. (1999). Capacity of multi-antenna Gaussian channels. European Transactions on Telecommunications, 10(6), 585-595. DOI ↗Weinstein, S. B., & Ebert, P. M. (1971). Data transmission by frequency-division multiplexing using the discrete Fourier transform. IEEE Transactions on Communication Technology, 19(5), 628-634. DOI ↗
Tên gọi khácchannel equalization, interference cancellationsparse codes, belief propagation codesspatial multiplexing, antenna diversitymulticarrier modulation
Liên quan5555
Tóm tắtZero-Forcing (ZF) and Minimum Mean-Square Error (MMSE) equalization are fundamental linear receiver algorithms for combating intersymbol interference in dispersive channels. Developed in the context of data transmission theory, these methods form the basis of modern channel equalization in wireless and wired systems. While ZF aggressively cancels interference, MMSE balances interference suppression with noise enhancement, making it the optimal linear solution under Gaussian noise.LDPC codes, invented by Robert Gallager in 1962 and rediscovered in the 1990s by MacKay, are linear error-correcting codes defined by sparse parity-check matrices. They achieve performance within 0.4 dB of the Shannon limit with iterative belief-propagation decoding and have become the standard for modern wireless (WiFi-6, 5G NR, Digital Video Broadcasting). Unlike turbo codes, LDPC codes have a more elegant graph-theoretic structure and more mature theoretical analysis.MIMO is a technique that uses multiple transmit and receive antennas to significantly increase channel capacity and reliability. Pioneered theoretically by Telatar (1999) and Foschini & Gans (1998), MIMO exploits multipath propagation—typically a liability in wireless—as an asset by creating independent spatial channels. It is now fundamental to all modern wireless systems including LTE, WiFi-6, and 5G, where it provides both capacity gains through spatial multiplexing and robustness through diversity.OFDM is a multicarrier modulation technique that divides a wideband channel into many narrowband orthogonal subcarriers. Introduced by Weinstein and Ebert in 1971, it exploits the duality between time and frequency domains to efficiently use spectrum while mitigating intersymbol interference in frequency-selective channels. OFDM is now the standard for high-speed wireless systems including WiFi, cellular LTE, and digital broadcasting.
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ScholarGateSo sánh phương pháp: ZF/MMSE Equalization · LDPC Codes · MIMO · OFDM. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare