In the recent years there is a considerable interest in developing mutual exclusion algorithms. Various algorithms are available to achieve mutual exclusion. Bandwidth, synchronization delay and throughput are the performance factors for these algorithms. Here we present an algorithm NTBCBT (Non Token Based using Complete Binary Tree) that using the concept of complete Binary Tree and provide better bandwidth as compare to other algorithms.