© 2016, Chiang Mai University. All rights reserved. In this article we consider a mobility model M = (S, D, U, L, R, V, C, O), where S is a set of sources, D a set of directions, U a set of users, L a set of user movements, R a set of source movements, V a set of velocities of sources, C a set of source coverages, and O a set of obstacles. Particularly, we study a problem called MULTI-SOURCES SIMULTANEOUS COMMUNICATION PROBLEM (MSSCP) in this model. This problem is stated as follows: given a mobility model M = (S, D, U, L, R, V, C, O),k pairs of distinct sources {s 1 s′ 1 }, {s 2, s′ 2 },…,{s k, s′ k }, and a time t ∈ N, can all k pairs of sources simultaneously communicate throughout the duration t of the model without sharing a source? We show that the complexity of this problem is at least as hard as the One-IN-THREE 3-SATISFIABILITY unless P=NP. In addition, we also give an exact algorithm and a heuristic one for MSSCP and show that if the communication among sources in MSSCP can be represented by a complete bipartite graph, K m,n , then MSSCP can be solved in polynomial time.