Exploiting Mobile Ad Hoc Networking and Knowledge Generation to Achieve Ambient Intelligence

Figure 2

A brief clustering process using LEFCM with input vectors 𝑥₁ to 𝑥₈ in a 2D space. 𝑥₁ causes the LEFCM to create a new cluster 𝐶⁰₁ with center Cc⁰₁ and radius Ru⁰₁=0; 𝑥₂ update cluster 𝐶⁰₁→𝐶¹₁ with center Cc¹₁; 𝑥₃: create a new cluster Cc²₂; 𝑥₄ and 𝑥₇—do nothing; 𝑥₅ and 𝑥₆ update cluster 𝐶¹₂→𝐶²₂; 𝑥₈ update cluster 𝐶¹₁→𝐶²₁ with center Cc²₁.