Table 8.
Studies with CPU usage analysis.
| Study | Implemented Classifiers | Platform | Phone | Sensors | CPU Usage % |
|---|---|---|---|---|---|
| Miluzzo et al. [38] | Decision tree | Symbian | Nokia N95 | A | 31 |
| Reddy et al. [32] | Decision tree + DHMM | Symbian | Nokia N95 | A, GPS | 4.72 |
| Lu et al.[36] | Decision tree | Symbian, iOS | Nokia N95, iPhone | A | iPhone (0.9–3.7), Nokia N95 (1–3) |
| Berchtold et al. [60] | Fuzzy classification | Debian Linux | OpenMoko Neo Freerunner | A | 3.3 |
| Lane et al. [31] | Naive Bayes | Android | Android Nexus One | A | 11 |
| Siirtola [52] | QDA | Symbian, Android | Samsung Galaxy Mini, Nokia N8 | A | 5 |
| Kose et al. [50] | Naive Bayes, KNN clustered | Android | Samsung Galaxy Gio | A | 42 (Naive), 29 (KNN clustered) |
| Siirtola and Roning. [39] | Decision tree | Symbian | Nokia N8 | A | 15 |