Table 5 Related work functions summary
From: Modern smart device-based concept of sensoric networks
Feature | [15] | [16] | [17] | [10] | Needed solution |
|---|---|---|---|---|---|
Sampling data/Hz/sec | 1/50/2 | – | –/0.6 to 2/5 | 6/16/4 | 1 to 7/5/5 |
Sampling window size | 100 | – | 512 | 384 | 100 |
Sensors | 1 | 1 to 15 | 2 to 10 | 6 | 1 to 7 |
Background processing | Yes | Yes | Yes | No | Yes |
Effective battery consumption | No | Yes | No | No | Yes |
Connectivity | No | No | WSDL | No | REST/UDP |
Embedded sensors | No | Yes | Yes | Yes | Yes |
Pattern recognition type | Neuronal | – | SMA | SVM | Intensity |
Act./Env. recognition | Yes/no | Yes/yes | Yes/no | Yes/no | Yes/yes |