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We address the problem of collecting data in a
wireless sensor network, where network coding is used for data
transmission. The temporal correlation between the measurements
is exploited to recover the data at the receiver. For
this purpose, network encoding operations are considered in
conjunction with lossy source compression, performed by an
LDGM code set generated during transmission.