What is Coding? Coding is the conversion of information to another form for some ... Source Coding : The purpose is lowering the redundancy in the information. ...
Error-Correcting Codes: Progress & Challenges Madhu Sudan MIT CSAIL Communication in presence of noise Shannon s Model: Probabilistic Noise Hamming Model: Worst ...
Turbo and LDPC Codes: Implementation, Simulation, and Standardization June 7, 2006 Matthew Valenti Rohit Iyer Seshadri West Virginia University Morgantown, WV 26506-6109
Concentration around Ensemble Average. Convergence to Cycle-free Performance ... Concentration: Ensemble Average ... Concentration around Cycle-Free Case ...
Tanner graphs and the message passing algorithm. Standard binary LDPC codes: DVB-S2 ... Combining high-order modulation with a binary capacity approaching code. ...
The algorithm converges on cycle-free graphs in a finite number of steps giving ... Design a Sudoku solver, using belief propagation on a suitable constraint graph ...
... Threshold Computation of Threshold Computation of Threshold Comparison with Linear Programming Decoder Relation to Compressed Sensing Comparison ...
U2 = U1 e, e := correlation vector. Assumption: Source U2 is perfectly known at the decoder same problem as channel ... u2,c2,out,u2,c2,out... ECE Signal ...
Define and optimize variable node distribution for each class Ck : ... Chart, a technique to aid the construction of iteratively-decoded error-corr ...
Output: 495 by 230 GPC matrix with 3-5 ones per row ... GPC Matrices for EG Code ... We have presented a particular algorithm for transforming GPC matrices. ...
k-bit decoded message Wb. Alice. Bob. If Eve does not know the key and P(Key=k-tuple)=1/2k ... k-bit decoded message Wb. key K. key K. X. X. X. Shannon's Model ...
Tree -- no loops -- approximation. MAP. BP. Belief Propagation is ... 'zero momentum' configuration/approximation. guarantees estimation. from above for eff. ...
LDPC code concatenated with error detecting codes consider an n -bit long LDPC code, n high (several hundred at least) concatenated with m error detecting ...
... to the state-of-the-art. Serial and parallel structure. Code ... If s is the all zero vector, claim no error. Otherwise, claim error ... correlation vector ...
Matrix constellation. Unitary definition: Unitary space-time modulation ... Maximum energy. achieved. CMA for multi-user signal separation and equalization ...
B. A. Berg and T. Neuhaus, 'Multicanonical ensemble: A new approach to simulate ... B. A. Berg, 'Algorithmic aspects of multicanonical Monte Carlo simulations,' Nucl. ...