One method for quantifying the delay is to define a metric of congestion in each link inspired by the M/M/1 queuing model, which is a good approximation of congestion in WSNs, and was used in [15]. A link i − j has a capacity Qij such that the expected flow rate in the link, yij , is bounded by the assigned capacity. The queuing delay [13] is given as follows