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Results of simulation experiments prove that the multi-agent-based coal mine environmental monitoring system can reduce the transmission delay and packet loss probability of data and enhance the instantaneity and reliability of data transmission in the system.
Thus, it significantly reduces the probability of data packet loss and preserves stable link qualities among sensor nodes for load balancing and prolonging the lifetime of wireless sensor networks in harsh smart grid environments.
Increasing the value of δ results in longer paths which reduces the probability of data delivery.
T i (t) depends on the success probability of data frame transmission, p i s (t).
represents the probability of data from node that can be correctly received.
But at crossroads the probability of data loss is increased because we have disseminations among vehicles.
There is a large probability of data loss when the mobile device initiates the handover process.
The higher dimension may increase the probability of data appear in that range.
while the resulting probability of data error per bit for imperfect CS detection is (21).
Although data loss is increased totally, the probability of data loss in our proposed approach is less than others remarkably.
The best value of number of subpopulations was determined by lnP d) (log posterior probability of data) as described by Evanno et al. (2005).
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