| Title |
A Modified Domain Deformation Theory for Signal Classification |
| Keywords |
Domain deformation ; Similarity measurement ; Signal classification ; Homeomorphism. |
| Abstract |
The metric defined on the domain deformation space better measures the similarity between bounded and continuous signals for the purpose of classification via the metric distances between signals. In this paper, a modified domain deformation theory is introduced for one-dimensional signal classification. A new metric defined on a modified domain deformation for measuring the distance between signals is employed. By introducing a newly defined metric space via the newly defined Integra-Normalizer, the assumption that domain deformation is applicable only to continuous signals is removed such that any kind of integrable signal can be classified. The metric on the modified domain deformation has an advantage over the{{{{ { L}^{2 } }}}} metric as well as the previously introduced domain deformation does |