Abstract:
Natural phenomena have always been fascinating for us. We study these
phenomena to intuitively design different strategies, algorithms, techniques
to resolve our daily life problems. We will be using different strategies for
the coordinated formations of the birds. These birds will coordinate and
arrange themselves into a V formation in order to save energy. This study of
flocking behavior is made, for the better understanding of the mechanism that
can be further undertaken to comprehend the complex global patterns that
emerge from it. Diffusion and consensus LMS algorithms will be applied for
the formation of theses birds into the V formation using the upwash model.
Every bird will arrange itself into the upwash of the successor to achieve
the desired formation and save energy. We will be analysing different LMS
algorithms in terms of stability and performance, and hence this formation
will than cause equalizing effect where every bird can share the same value
of the upwash.
