RSSI與距離d之間的關係
【轉】 http://hxqhit.blog.163.com/blog/static/15357922200948112142918/
1. Path Loss Model, RSSI and RF Parameters A, n
To determine the distance from the RSSI values, Chipcon applies a simple path loss model (free space path loss自由空間損耗) shown in ?gure 2.3 and equation (2.1). The location engine requires, in addition to the RSSI value two RF model parameters, A
d1 = distance to the sender [m]
d2 = distance to the sender [m]
P1 = power at distance d1 [W]
P2 = power at distance d2 [W]
n = path loss coe?cient
One can write equation (2.1) in logarithmic notation, which is done in equation (2.2).
d = distance to the sender [m]
A = absolute value of power at one meter distance to the sender [dBm]
n = path loss coe?cient
所以 測量測距離與已知RSSI、A、n 之間的關係如下所示
d=10^((ABS(RSSI)-A)/(10*n))
其中RSSI與LQI之間的轉換關係如下:
RSSI = -(81-(LQI*91)/255)
通過實驗,A值的最佳範圍為45—49,n值最佳範圍為3.25—4.5,N在15---25。
如果對於靜止或者低速的運動物理的時,可用平均值濾波來提高測量精度
或者IIR濾波執行利遞迴解得平均值處理的,典型的a去0.75--0.95 :
如果對於高速運動的物體可用卡曼濾波。