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. 2022 Oct 17;22(20):7888. doi: 10.3390/s22207888

Table 6.

Summary of Various Wireless-Network-Based Navigation Tools.

Ref. Paper Model Used Detailed Technology Used
[47] Syndrome-Enabled Unsupervised Learning for Neural Network-Based Polar Decoder and Jointly Optimized Blind Equalizer 1. This neural network-based approach uses a polar decoder to aid CRC-enabled syndrome loss, B.P.P. decoder.
2. This approach has not been evaluated under varying channels.
[48] Wireless Sensor Network Based Personnel Positioning Scheme used in Coal Mines with Blind Areas This model determines the 3D positions by coordinate transformation and corrects the localization errors using real-time personal local with the help of a location engine.
[49] A model based on ultrasonic spectacles and waist belts for blind people This model detects obstacles within 500 cm. It uses a microcontroller-based embedded system to process real-time data gathered using ultrasonic sensors.