Distributed Source Coding

Distributed Source Coding is a method in source coding theory that enables the efficient compression of correlated information sources operating without communication between encoders, relying on joint decoding to exploit statistical dependencies, thereby differing from conventional coding schemes that require coordinated encoding.

300

Publications

12.7K

Citations

479

Authors

221

Institutions

Publications per year

2017–2026

Parents

Data CompressionLossy Data CompressionNetwork Information TheoryRate-distortion TheorySource CodingSource-channel Separation

Publications

300

Distributed source coding using syndromes (DISCUS): design and construction

S. Sandeep Pradhan, Kannan Ramchandran · IEEE Transactions on Information Theory · 2003 · 968 citations

Engineering, Computer Science, Electrical Engineering +12

Compression via channel coding - Distributed source coding for sensor networks

Zixiang Xiong, A.D. Liveris, Soofin Cheng · IEEE Signal Processing Magazine · 2004 · 747 citations

Engineering, Electrical Engineering, Digital Communication +16

Distributed compression in a dense microsensor network

S. Sandeep Pradhan, Julius Kusuma, Kannan Ramchandran · IEEE Signal Processing Magazine · 2002 · 538 citations

Computing, Communication, Computer Science +17

Compression with side information using turbo codes

A. Aaron, Bernd Girod · 2003 · 403 citations

Engineering, Computer Science, Electrical Engineering +17

Rate-adaptive codes for distributed source coding

David Varodayan, Anne Aaron, Bernd Girod · Signal Processing · 2006 · 323 citations

Engineering, Computer Science, Digital Communication +11

1–5 of 300

Authors

479

KR
Kannan Ramchandran
University of California, Berkeley, United States
24 publications · 2.8K citations
17
h-index
SS
S. Sandeep Pradhan
University of Michigan, United States
20 publications · 2.7K citations
15
h-index
NC
Ngai‐Man Cheung
Singapore University of Technology and Design, Singapore
10 publications · 263 citations
10
h-index
MT
Marco Tagliasacchi
Politecnico di Milano, Italy
10 publications · 227 citations
10
h-index
AO
Antonio Ortega
University of Southern California, United States
10 publications · 263 citations
10
h-index

1–5 of 479

Institutions

221

1–8 of 221

Venues

IEEE Transactions on Information Theory
35 publications · 3.2K citations
28
h-index
IEEE Transactions on Communications
12 publications · 307 citations
10
h-index
IEEE Transactions on Signal Processing
7 publications · 171 citations
7
h-index
Signal Processing Image Communication
6 publications · 149 citations
6
h-index
IEEE Communications Letters
6 publications · 213 citations
6
h-index

1–5