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Due to the limited capabilities of a single bio-nanomachine, complicatedtasks can be performed only with the co-operation of multiple bio-nanomachines.In this work, we consider a diffusion-based molecular communication system witha transmitter bio-nanomachine (TBN) communicating with a fully-absorbingspherical receiver bio-nanomachine (RBN) in the presence of other TBNs. Thebits transmitted by each of the TBNs are considered as random in each time slotand different for each TBNs in contrary to the past works in literature withdeterministic bits, which are the same to all TBNs. The TBNs are modeled usinga marked Poisson point process (PPP) with the location of TBNs as points ofPPP, and the transmit bits as marks. In this paper, we derive the expectednumber of molecules observed at the RBN and the bit error probability of thesystem. We validate our analysis using numerical results and provide variousdesign insights about the system.

Analysis of Diffusion Based Molecular Communication System with Multiple Transmitters