Research Article

A Novel Artificial Organic Control System for Mobile Robot Navigation in Assisted Living Using Vision- and Neural-Based Strategies

Table 4

Security and smoothness indexes for the robot navigation using the CNN-based estimation method.

AttemptSM1 (m)SM2 (m)SM3 (m)

10.42411.90760.42413.5541e−054.58e−085.5335e−07
20.463841.92980.463843.2683e−054.3577e−085.6792e−07
30.379581.90960.379583.7597e−054.9339e−086.4338e−07
40.445781.91680.445783.4012e−054.3162e−085.6113e−07
50.377461.9090.377463.0383e−053.8754e−085.2752e−07
Mean0.418151.91460.418153.4043e−054.4127e−085.7066e−07