Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Diffusion LMS is an efficient strategy for solving distributed optimization problems with cooperating agents. In some applications, the optimum parameter vectors may not be the same for all agents. Moreover, agents usually exchange information through noisy communication links. In this work,  analyze the theoretical performance of the single-task diffusion LMS when it is run, intentionally or unintentionally, in a multitask environment in the presence of noisy links. To reduce the impact of these nuisance factors,  introduce an improved strategy that allows the agents to promote or reduce exchanges of information with their neighbors.
['Roula Nassif', 'Cedric Richard', 'Jie Chen', 'André Ferrari', 'Ali H. Sayed']
I am writing a research paper on a idea Diffusion LMS over multitask networks with noisy links
[{"from": "human", "value": "I am writing a research paper on a idea Diffusion LMS over multitask networks with noisy links"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Diffusion LMS is an efficient strategy for solving distributed optimization problems with cooperating agents. In some applications, the optimum parameter vectors may not be the same for all agents. Moreover, agents usually exchange information through noisy communication links. In this work,  analyze the theoretical performance of the single-task diffusion LMS when it is run, intentionally or unintentionally, in a multitask environment in the presence of noisy links. To reduce the impact of these nuisance factors,  introduce an improved strategy that allows the agents to promote or reduce exchanges of information with their neighbors."}]