simulations: refactor parse script to plot script

2015-11-30 08:35:42 -08:00
parent 3ae290ec87
commit 77ed9e84c2
2 changed files with 23 additions and 78 deletions
@@ -0,0 +1,23 @@
+import numpy as np
+import pandas as pd
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+
+pdr = pd.read_csv('./results/all.csv', sep=';')
+
+pdr['encoding'] = pdr.encoding.astype("category", categories=range(8), ordered=True)
+
+pdr.encoding.cat.categories = [
+        "BPSK 1/2", "BPSK 3/4",
+        "QPSK 1/2", "QPSK 3/4",
+        "16-QAM 1/2", "16-QAM 3/4",
+        "64-QAM 2/3", "64-QAM 3/4"]
+
+
+a = pdr.groupby(['encoding', 'snr'])
+
+b = a.agg({'received': np.mean}).reset_index()
+c = b.pivot(index='snr', columns='encoding', values='received')
+c.plot()
+plt.show()
+