On the error exponent and the use of LDPC codes for cooperative sensor networks with misinformed nodes

Z Yang, L Tong�- IEEE transactions on information theory, 2007 - ieeexplore.ieee.org
Z Yang, L Tong
IEEE transactions on information theory, 2007ieeexplore.ieee.org
The problem of retrieving information by a mobile access point from a sensor network where
sensors cooperatively transmit messages using a common codebook is considered. It is
assumed that there is a probability that a sensor is misinformed with a wrong message,
which complicates the information retrieval process. The access point uses the capacity
achieving stay-k scheduler that schedules a sensor to transmit for k consecutive code-letters
before switching to a new sensor. The random coding exponent is derived as a function of k�…
The problem of retrieving information by a mobile access point from a sensor network where sensors cooperatively transmit messages using a common codebook is considered. It is assumed that there is a probability that a sensor is misinformed with a wrong message, which complicates the information retrieval process. The access point uses the capacity achieving stay- k scheduler that schedules a sensor to transmit for k consecutive code-letters before switching to a new sensor. The random coding exponent is derived as a function of k , and it is shown that there is an optimal k that gives the largest error exponent. The application of low-definition parity-check (LDPC) codes is considered next. It is shown in simulations that the optimal k of the stay- k scheduler for LDPC codes can be inferred from that for the random coding exponent.
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