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RSSIS to SNR curvefit
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{ | |
-7 => 7.6, | |
-8 => 7.8, | |
-9 => 7.8, | |
-10 => 7.9, | |
-11 => 8.0, | |
-12 => 8.0, | |
-13 => 8.0, | |
-14 => 8.0, | |
-15 => 8.0, | |
-16 => 8.0, | |
-17 => 8.0, | |
-18 => 7.9, | |
-19 => 7.9, | |
-20 => 7.9, | |
-21 => 7.8, | |
-22 => 7.8, | |
-23 => 7.8, | |
-24 => 7.7, | |
-25 => 7.7, | |
-26 => 7.7, | |
-27 => 7.6, | |
-28 => 7.6, | |
-29 => 7.6, | |
-30 => 7.5, | |
-31 => 7.5, | |
-32 => 7.5, | |
-33 => 7.5, | |
-34 => 7.5, | |
-35 => 7.4, | |
-36 => 7.4, | |
-37 => 7.4, | |
-38 => 7.4, | |
-39 => 7.4, | |
-40 => 7.4, | |
-41 => 7.4, | |
-42 => 7.4, | |
-43 => 7.4, | |
-44 => 7.4, | |
-45 => 7.4, | |
-46 => 7.4, | |
-47 => 7.4, | |
-48 => 7.4, | |
-49 => 7.4, | |
-50 => 7.4, | |
-51 => 7.4, | |
-52 => 7.4, | |
-53 => 7.4, | |
-54 => 7.4, | |
-55 => 7.4, | |
-56 => 7.4, | |
-57 => 7.4, | |
-58 => 7.4, | |
-59 => 7.4, | |
-60 => 7.4, | |
-61 => 7.4, | |
-62 => 7.4, | |
-63 => 7.4, | |
-64 => 7.4, | |
-65 => 7.4, | |
-66 => 7.4, | |
-67 => 7.4, | |
-68 => 7.4, | |
-69 => 7.4, | |
-70 => 7.4, | |
-71 => 7.4, | |
-72 => 7.4, | |
-73 => 7.4, | |
-74 => 7.4, | |
-75 => 7.4, | |
-76 => 7.3, | |
-77 => 7.3, | |
-78 => 7.3, | |
-79 => 7.3, | |
-80 => 7.3, | |
-81 => 7.3, | |
-82 => 7.3, | |
-83 => 7.3, | |
-84 => 7.3, | |
-85 => 7.2, | |
-86 => 7.2, | |
-87 => 7.2, | |
-88 => 7.1, | |
-89 => 7.1, | |
-90 => 7.0, | |
-91 => 6.9, | |
-92 => 6.9, | |
-93 => 6.8, | |
-94 => 6.7, | |
-95 => 6.5, | |
-96 => 6.4, | |
-97 => 6.3, | |
-98 => 6.1, | |
-99 => 5.9, | |
-100 => 5.7, | |
-101 => 5.5, | |
-102 => 5.3, | |
-103 => 5.0, | |
-104 => 4.8, | |
-105 => 4.5, | |
-106 => 4.1, | |
-107 => 3.8, | |
-108 => 3.4, | |
-109 => 3.0, | |
-110 => 2.5, | |
-111 => 2.1, | |
-112 => 1.6, | |
-113 => 1.0, | |
-114 => 0.5, | |
-115 => -0.1, | |
-116 => -0.7, | |
-117 => -1.4, | |
-118 => -2.1, | |
-119 => -2.8, | |
-120 => -3.6, | |
-121 => -4.4, | |
-122 => -5.2, | |
-123 => -6.1, | |
-124 => -7.0, | |
-125 => -7.9, | |
-126 => -8.8, | |
-127 => -9.8, | |
-128 => -10.8, | |
-129 => -11.8, | |
-130 => -12.8, | |
-131 => -13.9, | |
-132 => -14.9, | |
-133 => -16.0, | |
-134 => -17.0, | |
-135 => -18.1, | |
-136 => -19.1, | |
-137 => -20.1, | |
-138 => -21.1, | |
-139 => -22.0, | |
-140 => -22.9 | |
} |
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using Printf | |
using PyPlot | |
using CurveFit | |
function plot_rssi_snr(data, lut) | |
p = plot(data[:, 1], data[:, 2], "o", lut[:, 1], lut[:, 2], "r-", linewidth = 3) | |
xlabel("RSSIS") | |
ylabel("SNR") | |
p | |
end | |
function gen_snr_lut(data_points) | |
rssi = data_points[:, 1] | |
snr = data_points[:, 2] | |
fit = curve_fit(Poly, rssi, snr, 7) | |
x = maximum(rssi):-1:minimum(rssi) | |
y = fit.(x) | |
[x y] | |
end | |
function gen_snr_map(lut) | |
out = IOBuffer() | |
for row in eachrow(lut) | |
@printf(out, "%d => %0.1f,\n", row[1], row[2]) | |
end | |
String(take!(out)) | |
end | |
# SF9BW125 | |
us915_rssis_snr = [ | |
-10 13.5 | |
-21 13.6 | |
-30 13.5 | |
-41 13.2 | |
-50 13.2 | |
-60 13.1 | |
-80 13.2 | |
-81 12.8 | |
-82 13.8 | |
-83 13.0 | |
-84 13.2 | |
-85 13.8 | |
-86 13.2 | |
-87 12.2 | |
-88 13.5 | |
-89 13.0 | |
-90 12.5 | |
-95 12.2 | |
-100 11.5 | |
-101 11.0 | |
-102 10.0 | |
-103 9.8 | |
-104 9.8 | |
-105 8.2 | |
-106 7.8 | |
-107 6.8 | |
-108 6.2 | |
-109 5.5 | |
-110 4.8 | |
-111 3.8 | |
-112 3.0 | |
-113 2.6 | |
-114 1.8 | |
-115 0.5 | |
-116 -.5 | |
-117 -1.2 | |
-118 -2.2 | |
-119 -3.2 | |
-120 -4.0 | |
-121 -4.8 | |
-122 -6.2 | |
-123 -6.8 | |
-124 -8.0 | |
-125 -9.0 | |
-126 -10.0 | |
-127 -11.0 | |
-128 -12.0 | |
-129 -12.8 | |
-130 -13.0 | |
-130 -13.5 | |
-131 -13.8 | |
-131 -15.2 | |
] | |
# SF12BW125 | |
eu868_rssis_snr = [ | |
-7 7.8 | |
-7 7.8 | |
-8 7.8 | |
-8 7.8 | |
-9 7.5 | |
-10 8.0 | |
-11 7.8 | |
-11 7.8 | |
-13 8.0 | |
-14 7.8 | |
-18 8.2 | |
-23 8.2 | |
-33 7.2 | |
-45 7.2 | |
-55 7.5 | |
-64 7.2 | |
-74 7.8 | |
-84 7.2 | |
-94 7.2 | |
-95 7 | |
-96 6.0 | |
-97 5.8 | |
-98 6.0 | |
-99 5.2 | |
-100 6.2 | |
-101 5.5 | |
-102 4.8 | |
-103 4.8 | |
-104 4.8 | |
-105 3.8 | |
-106 3.8 | |
-107 4.0 | |
-108 3.2 | |
-109 3.0 | |
-110 3.2 | |
-111 2.2 | |
-112 1.8 | |
-113 2.2 | |
-114 0.8 | |
-115 0.2 | |
-116 -.2 | |
-117 -1.0 | |
-118 -2.0 | |
-119 -3.0 | |
-120 -3.8 | |
-121 -4.5 | |
-122 -5.8 | |
-123 -6.8 | |
-124 -7.5 | |
-125 -8.0 | |
-126 -9.0 | |
-127 -10.0 | |
-128 -11.0 | |
-129 -12.0 | |
-130 -13.0 | |
-131 -13.8 | |
-132 -14.5 | |
-133 -15.8 | |
-134 -16.8 | |
-135 -18.0 | |
-136 -18.8 | |
-137 -19.5 | |
-138 -21.0 | |
-138 -21.0 | |
-139 -22.2 | |
-140 -23.5 | |
] |
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{ | |
-10 => 13.5, | |
-11 => 13.5, | |
-12 => 13.4, | |
-13 => 13.4, | |
-14 => 13.4, | |
-15 => 13.4, | |
-16 => 13.3, | |
-17 => 13.4, | |
-18 => 13.4, | |
-19 => 13.4, | |
-20 => 13.4, | |
-21 => 13.4, | |
-22 => 13.5, | |
-23 => 13.5, | |
-24 => 13.5, | |
-25 => 13.5, | |
-26 => 13.6, | |
-27 => 13.6, | |
-28 => 13.6, | |
-29 => 13.6, | |
-30 => 13.6, | |
-31 => 13.6, | |
-32 => 13.6, | |
-33 => 13.6, | |
-34 => 13.6, | |
-35 => 13.6, | |
-36 => 13.6, | |
-37 => 13.6, | |
-38 => 13.5, | |
-39 => 13.5, | |
-40 => 13.5, | |
-41 => 13.4, | |
-42 => 13.4, | |
-43 => 13.4, | |
-44 => 13.3, | |
-45 => 13.3, | |
-46 => 13.2, | |
-47 => 13.2, | |
-48 => 13.1, | |
-49 => 13.1, | |
-50 => 13.1, | |
-51 => 13.0, | |
-52 => 13.0, | |
-53 => 12.9, | |
-54 => 12.9, | |
-55 => 12.9, | |
-56 => 12.8, | |
-57 => 12.8, | |
-58 => 12.8, | |
-59 => 12.8, | |
-60 => 12.8, | |
-61 => 12.7, | |
-62 => 12.7, | |
-63 => 12.7, | |
-64 => 12.7, | |
-65 => 12.8, | |
-66 => 12.8, | |
-67 => 12.8, | |
-68 => 12.8, | |
-69 => 12.8, | |
-70 => 12.9, | |
-71 => 12.9, | |
-72 => 13.0, | |
-73 => 13.0, | |
-74 => 13.0, | |
-75 => 13.1, | |
-76 => 13.1, | |
-77 => 13.2, | |
-78 => 13.2, | |
-79 => 13.2, | |
-80 => 13.3, | |
-81 => 13.3, | |
-82 => 13.3, | |
-83 => 13.3, | |
-84 => 13.3, | |
-85 => 13.3, | |
-86 => 13.3, | |
-87 => 13.2, | |
-88 => 13.2, | |
-89 => 13.1, | |
-90 => 13.0, | |
-91 => 12.9, | |
-92 => 12.8, | |
-93 => 12.6, | |
-94 => 12.4, | |
-95 => 12.2, | |
-96 => 12.0, | |
-97 => 11.7, | |
-98 => 11.4, | |
-99 => 11.1, | |
-100 => 10.7, | |
-101 => 10.3, | |
-102 => 9.9, | |
-103 => 9.4, | |
-104 => 8.9, | |
-105 => 8.3, | |
-106 => 7.8, | |
-107 => 7.1, | |
-108 => 6.5, | |
-109 => 5.8, | |
-110 => 5.0, | |
-111 => 4.2, | |
-112 => 3.4, | |
-113 => 2.6, | |
-114 => 1.7, | |
-115 => 0.8, | |
-116 => -0.1, | |
-117 => -1.1, | |
-118 => -2.1, | |
-119 => -3.1, | |
-120 => -4.1, | |
-121 => -5.1, | |
-122 => -6.2, | |
-123 => -7.2, | |
-124 => -8.2, | |
-125 => -9.2, | |
-126 => -10.1, | |
-127 => -11.1, | |
-128 => -11.9, | |
-129 => -12.8, | |
-130 => -13.5, | |
-131 => -14.2 | |
} |
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