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authorThomas Huehn <thomas@net.t-labs.tu-berlin.de>2015-03-24 21:09:43 +0100
committerJohannes Berg <johannes.berg@intel.com>2015-04-01 20:44:33 +0200
commit5f919abc76fc3de1e5965ea03c925f7563c7fc15 (patch)
tree8ed67f827d3b66cbfb140c66d8cd2d0f115633a6 /net/mac80211/rc80211_minstrel.c
parentmac80211: reduce calculation costs of EWMA (diff)
downloadlinux-dev-5f919abc76fc3de1e5965ea03c925f7563c7fc15.tar.xz
linux-dev-5f919abc76fc3de1e5965ea03c925f7563c7fc15.zip
mac80211: add standard deviation to Minstrel stats
This patch adds the statistical descriptor "standard deviation" to better describe the current properties of Minstrel and Minstrel-HTs success probability distribution. The standard deviation (SD) is calculated as exponential weighted moving standard deviation (EWMSD) and its current value is added as new column in all rc_stats (in debugfs). Signed-off-by: Thomas Huehn <thomas@net.t-labs.tu-berlin.de> Acked-by: Felix Fietkau <nbd@openwrt.org> Signed-off-by: Johannes Berg <johannes.berg@intel.com>
Diffstat (limited to 'net/mac80211/rc80211_minstrel.c')
-rw-r--r--net/mac80211/rc80211_minstrel.c19
1 files changed, 14 insertions, 5 deletions
diff --git a/net/mac80211/rc80211_minstrel.c b/net/mac80211/rc80211_minstrel.c
index c4a3477812ee..247552a7f6c2 100644
--- a/net/mac80211/rc80211_minstrel.c
+++ b/net/mac80211/rc80211_minstrel.c
@@ -153,7 +153,7 @@ minstrel_update_rates(struct minstrel_priv *mp, struct minstrel_sta_info *mi)
}
/*
-* Recalculate success probabilities and counters for a given rate using EWMA
+* Recalculate statistics and counters of a given rate
*/
void
minstrel_calc_rate_stats(struct minstrel_rate_stats *mrs)
@@ -161,11 +161,20 @@ minstrel_calc_rate_stats(struct minstrel_rate_stats *mrs)
if (unlikely(mrs->attempts > 0)) {
mrs->sample_skipped = 0;
mrs->cur_prob = MINSTREL_FRAC(mrs->success, mrs->attempts);
- if (unlikely(!mrs->att_hist))
+ if (unlikely(!mrs->att_hist)) {
mrs->prob_ewma = mrs->cur_prob;
- else
+ } else {
+ /* update exponential weighted moving variance */
+ mrs->prob_ewmsd = minstrel_ewmsd(mrs->prob_ewmsd,
+ mrs->cur_prob,
+ mrs->prob_ewma,
+ EWMA_LEVEL);
+
+ /*update exponential weighted moving avarage */
mrs->prob_ewma = minstrel_ewma(mrs->prob_ewma,
- mrs->cur_prob, EWMA_LEVEL);
+ mrs->cur_prob,
+ EWMA_LEVEL);
+ }
mrs->att_hist += mrs->attempts;
mrs->succ_hist += mrs->success;
} else {
@@ -193,7 +202,7 @@ minstrel_update_stats(struct minstrel_priv *mp, struct minstrel_sta_info *mi)
struct minstrel_rate_stats *mrs = &mi->r[i].stats;
struct minstrel_rate_stats *tmp_mrs = &mi->r[tmp_prob_rate].stats;
- /* Update success probabilities per rate */
+ /* Update statistics of success probability per rate */
minstrel_calc_rate_stats(mrs);
/* Sample less often below the 10% chance of success.