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Numerous experiments are used in order to discuss the strength of Received Signal Strength Index(RSSI) signals due to changes in the environment, and the effects of time domain and frequency domain on RSSI signals has been proposed in this paper. RSSI signal's strength, in connection to the link quality, is categorized as: Good (RSSI ≫40), Acceptable (35≪ RSSI ≪ 40), and Poor (RSSI ≪ 35), under the circumstances when the data rate is at 2Mbps. From this experiment, we learn that the sampling time does not have any relationship to the singal. Moreover, when RSSI signals are placed in the time domain and frequency domain, there is no sign of periodic phnomenon. Lastly, RSSI signals' variance and its strength are not directly related to each other, but they are individually depended on the environment complexity.