Files
wz-phone/crates/wzp-proto/src/quality.rs
Claude 26e9c55f1f feat: Android VoIP client — Phase 1 (audio quality, network adaptation, crate skeleton)
- New wzp-android crate with Oboe C++ backend, lock-free SPSC ring buffers,
  engine orchestrator, codec pipeline, and Android Gradle project structure
- AEC (NLMS adaptive filter), AGC (two-stage with fast attack/slow release),
  windowed-sinc FIR resampler replacing linear interpolation (wzp-codec)
- Opus encoder tuning: complexity 7 default, set_expected_loss support
- Mobile jitter buffer: asymmetric EMA (fast up/slow down), handoff spike
  detection with 2s cooldown, configurable safety margin
- Network-aware quality control: cellular-specific thresholds, faster
  downgrade on cellular, proactive tier drop on WiFi→cellular handoff,
  FEC ratio boost during network transitions
- Handoff detection in PathMonitor via RTT jitter spike analysis

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-04 18:07:55 +00:00

482 lines
16 KiB
Rust

use std::collections::VecDeque;
use std::time::{Duration, Instant};
use crate::packet::QualityReport;
use crate::traits::QualityController;
use crate::QualityProfile;
/// Network quality tier — drives codec and FEC selection.
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
pub enum Tier {
/// loss < 10%, RTT < 400ms
Good,
/// loss 10-40% OR RTT 400-600ms
Degraded,
/// loss > 40% OR RTT > 600ms
Catastrophic,
}
impl Tier {
pub fn profile(self) -> QualityProfile {
match self {
Self::Good => QualityProfile::GOOD,
Self::Degraded => QualityProfile::DEGRADED,
Self::Catastrophic => QualityProfile::CATASTROPHIC,
}
}
/// Determine which tier a quality report belongs to (default/WiFi thresholds).
pub fn classify(report: &QualityReport) -> Self {
Self::classify_with_context(report, NetworkContext::Unknown)
}
/// Classify with network-context-aware thresholds.
pub fn classify_with_context(report: &QualityReport, context: NetworkContext) -> Self {
let loss = report.loss_percent();
let rtt = report.rtt_ms();
match context {
NetworkContext::CellularLte
| NetworkContext::Cellular5g
| NetworkContext::Cellular3g => {
// Tighter thresholds for cellular networks
if loss > 25.0 || rtt > 500 {
Self::Catastrophic
} else if loss > 8.0 || rtt > 300 {
Self::Degraded
} else {
Self::Good
}
}
NetworkContext::WiFi | NetworkContext::Unknown => {
// Original thresholds
if loss > 40.0 || rtt > 600 {
Self::Catastrophic
} else if loss > 10.0 || rtt > 400 {
Self::Degraded
} else {
Self::Good
}
}
}
}
/// Return the next lower (worse) tier, or None if already at the worst.
pub fn downgrade(self) -> Option<Tier> {
match self {
Self::Good => Some(Self::Degraded),
Self::Degraded => Some(Self::Catastrophic),
Self::Catastrophic => None,
}
}
}
/// Describes the network transport type for context-aware quality decisions.
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
pub enum NetworkContext {
WiFi,
CellularLte,
Cellular5g,
Cellular3g,
Unknown,
}
impl Default for NetworkContext {
fn default() -> Self {
Self::Unknown
}
}
/// Adaptive quality controller with hysteresis to prevent tier flapping.
///
/// - Downgrade: 3 consecutive reports in a worse tier (2 on cellular)
/// - Upgrade: 10 consecutive reports in a better tier
pub struct AdaptiveQualityController {
current_tier: Tier,
current_profile: QualityProfile,
/// Count of consecutive reports suggesting a higher (better) tier.
consecutive_up: u32,
/// Count of consecutive reports suggesting a lower (worse) tier.
consecutive_down: u32,
/// Sliding window of recent reports for smoothing.
history: VecDeque<QualityReport>,
/// Whether the profile was manually forced (disables adaptive logic).
forced: bool,
/// Current network context for threshold selection.
network_context: NetworkContext,
/// FEC boost expiry time (set during network handoff).
fec_boost_until: Option<Instant>,
/// FEC boost amount to add during handoff recovery window.
fec_boost_amount: f32,
}
/// Threshold for downgrading (fast reaction to degradation).
const DOWNGRADE_THRESHOLD: u32 = 3;
/// Threshold for downgrading on cellular networks (even faster).
const CELLULAR_DOWNGRADE_THRESHOLD: u32 = 2;
/// Threshold for upgrading (slow, cautious improvement).
const UPGRADE_THRESHOLD: u32 = 10;
/// Maximum history window size.
const HISTORY_SIZE: usize = 20;
/// Default FEC boost amount during handoff recovery.
const DEFAULT_FEC_BOOST: f32 = 0.2;
/// Duration of FEC boost after a network handoff.
const FEC_BOOST_DURATION_SECS: u64 = 10;
impl AdaptiveQualityController {
pub fn new() -> Self {
Self {
current_tier: Tier::Good,
current_profile: QualityProfile::GOOD,
consecutive_up: 0,
consecutive_down: 0,
history: VecDeque::with_capacity(HISTORY_SIZE),
forced: false,
network_context: NetworkContext::default(),
fec_boost_until: None,
fec_boost_amount: DEFAULT_FEC_BOOST,
}
}
/// Get the current tier.
pub fn tier(&self) -> Tier {
self.current_tier
}
/// Get the current network context.
pub fn network_context(&self) -> NetworkContext {
self.network_context
}
/// Signal a network transport change (e.g., WiFi to cellular handoff).
///
/// When switching from WiFi to any cellular type, this preemptively
/// downgrades one quality tier and activates a temporary FEC boost.
pub fn signal_network_change(&mut self, new_context: NetworkContext) {
let old = self.network_context;
self.network_context = new_context;
let new_is_cellular = matches!(
new_context,
NetworkContext::CellularLte | NetworkContext::Cellular5g | NetworkContext::Cellular3g
);
// If switching from WiFi to cellular, preemptively downgrade one tier
if old == NetworkContext::WiFi && new_is_cellular {
if let Some(lower_tier) = self.current_tier.downgrade() {
self.current_tier = lower_tier;
self.current_profile = lower_tier.profile();
}
// Reset counters to avoid stale hysteresis state
self.consecutive_up = 0;
self.consecutive_down = 0;
// Un-force so adaptive logic resumes
self.forced = false;
}
// Activate FEC boost for any network change
self.fec_boost_until = Some(Instant::now() + Duration::from_secs(FEC_BOOST_DURATION_SECS));
}
/// Returns the FEC boost amount if within the handoff recovery window, 0.0 otherwise.
///
/// Callers should add this to their base FEC ratio during the boost window.
pub fn fec_boost(&self) -> f32 {
if let Some(until) = self.fec_boost_until {
if Instant::now() < until {
return self.fec_boost_amount;
}
}
0.0
}
/// Reset the hysteresis counters.
pub fn reset_counters(&mut self) {
self.consecutive_up = 0;
self.consecutive_down = 0;
}
/// Get the effective downgrade threshold based on network context.
fn downgrade_threshold(&self) -> u32 {
match self.network_context {
NetworkContext::CellularLte
| NetworkContext::Cellular5g
| NetworkContext::Cellular3g => CELLULAR_DOWNGRADE_THRESHOLD,
_ => DOWNGRADE_THRESHOLD,
}
}
fn try_transition(&mut self, observed_tier: Tier) -> Option<QualityProfile> {
if observed_tier == self.current_tier {
self.consecutive_up = 0;
self.consecutive_down = 0;
return None;
}
let is_worse = match (self.current_tier, observed_tier) {
(Tier::Good, Tier::Degraded | Tier::Catastrophic) => true,
(Tier::Degraded, Tier::Catastrophic) => true,
_ => false,
};
if is_worse {
self.consecutive_up = 0;
self.consecutive_down += 1;
if self.consecutive_down >= self.downgrade_threshold() {
self.current_tier = observed_tier;
self.current_profile = observed_tier.profile();
self.consecutive_down = 0;
return Some(self.current_profile);
}
} else {
// Better conditions
self.consecutive_down = 0;
self.consecutive_up += 1;
if self.consecutive_up >= UPGRADE_THRESHOLD {
// Only upgrade one step at a time
let next_tier = match self.current_tier {
Tier::Catastrophic => Tier::Degraded,
Tier::Degraded => Tier::Good,
Tier::Good => return None,
};
self.current_tier = next_tier;
self.current_profile = next_tier.profile();
self.consecutive_up = 0;
return Some(self.current_profile);
}
}
None
}
}
impl Default for AdaptiveQualityController {
fn default() -> Self {
Self::new()
}
}
impl QualityController for AdaptiveQualityController {
fn observe(&mut self, report: &QualityReport) -> Option<QualityProfile> {
// Store in history
if self.history.len() >= HISTORY_SIZE {
self.history.pop_front();
}
self.history.push_back(*report);
if self.forced {
return None;
}
let observed = Tier::classify_with_context(report, self.network_context);
self.try_transition(observed)
}
fn force_profile(&mut self, profile: QualityProfile) {
self.current_profile = profile;
self.forced = true;
self.consecutive_up = 0;
self.consecutive_down = 0;
}
fn current_profile(&self) -> QualityProfile {
self.current_profile
}
}
#[cfg(test)]
mod tests {
use super::*;
fn make_report(loss_pct_f: f32, rtt_ms: u16) -> QualityReport {
QualityReport {
loss_pct: (loss_pct_f / 100.0 * 255.0) as u8,
rtt_4ms: (rtt_ms / 4) as u8,
jitter_ms: 10,
bitrate_cap_kbps: 200,
}
}
#[test]
fn starts_at_good() {
let ctrl = AdaptiveQualityController::new();
assert_eq!(ctrl.tier(), Tier::Good);
assert_eq!(ctrl.current_profile().codec, crate::CodecId::Opus24k);
}
#[test]
fn downgrades_after_threshold() {
let mut ctrl = AdaptiveQualityController::new();
// 2 bad reports — not enough
let bad = make_report(50.0, 300);
assert!(ctrl.observe(&bad).is_none());
assert!(ctrl.observe(&bad).is_none());
assert_eq!(ctrl.tier(), Tier::Good);
// 3rd bad report triggers downgrade
let result = ctrl.observe(&bad);
assert!(result.is_some());
assert_eq!(ctrl.tier(), Tier::Catastrophic);
}
#[test]
fn upgrades_slowly() {
let mut ctrl = AdaptiveQualityController::new();
// Force to catastrophic
let bad = make_report(50.0, 300);
for _ in 0..3 {
ctrl.observe(&bad);
}
assert_eq!(ctrl.tier(), Tier::Catastrophic);
// 9 good reports — not enough
let good = make_report(2.0, 100);
for _ in 0..9 {
assert!(ctrl.observe(&good).is_none());
}
assert_eq!(ctrl.tier(), Tier::Catastrophic);
// 10th good report triggers upgrade (one step: Catastrophic → Degraded)
let result = ctrl.observe(&good);
assert!(result.is_some());
assert_eq!(ctrl.tier(), Tier::Degraded);
// Need another 10 to go from Degraded → Good
for _ in 0..9 {
assert!(ctrl.observe(&good).is_none());
}
let result = ctrl.observe(&good);
assert!(result.is_some());
assert_eq!(ctrl.tier(), Tier::Good);
}
#[test]
fn forced_profile_disables_adaptive() {
let mut ctrl = AdaptiveQualityController::new();
ctrl.force_profile(QualityProfile::CATASTROPHIC);
// Bad reports don't trigger transitions when forced
let bad = make_report(50.0, 300);
for _ in 0..10 {
assert!(ctrl.observe(&bad).is_none());
}
}
#[test]
fn tier_classification() {
assert_eq!(Tier::classify(&make_report(5.0, 200)), Tier::Good);
assert_eq!(Tier::classify(&make_report(15.0, 200)), Tier::Degraded);
assert_eq!(Tier::classify(&make_report(5.0, 500)), Tier::Degraded);
assert_eq!(Tier::classify(&make_report(50.0, 200)), Tier::Catastrophic);
assert_eq!(Tier::classify(&make_report(5.0, 700)), Tier::Catastrophic);
}
// ---------------------------------------------------------------
// Network context tests
// ---------------------------------------------------------------
#[test]
fn cellular_tighter_thresholds() {
// 12% loss: Good on WiFi, Degraded on cellular
let report = make_report(12.0, 200);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::WiFi),
Tier::Degraded
);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::CellularLte),
Tier::Degraded
);
// 9% loss: Good on WiFi, Degraded on cellular
let report = make_report(9.0, 200);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::WiFi),
Tier::Good
);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::CellularLte),
Tier::Degraded
);
// 30% loss: Degraded on WiFi, Catastrophic on cellular
let report = make_report(30.0, 200);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::WiFi),
Tier::Degraded
);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::Cellular3g),
Tier::Catastrophic
);
}
#[test]
fn cellular_rtt_thresholds() {
// RTT 350ms: Good on WiFi, Degraded on cellular
let report = make_report(2.0, 348); // rtt_4ms rounds so use 348
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::WiFi),
Tier::Good
);
assert_eq!(
Tier::classify_with_context(&report, NetworkContext::CellularLte),
Tier::Degraded
);
}
#[test]
fn cellular_faster_downgrade() {
let mut ctrl = AdaptiveQualityController::new();
ctrl.signal_network_change(NetworkContext::CellularLte);
// Reset tier back to Good for testing downgrade threshold
ctrl.current_tier = Tier::Good;
ctrl.current_profile = Tier::Good.profile();
// On cellular, downgrade threshold is 2 instead of 3
let bad = make_report(50.0, 200);
assert!(ctrl.observe(&bad).is_none()); // 1st bad
let result = ctrl.observe(&bad); // 2nd bad — should trigger on cellular
assert!(result.is_some());
}
#[test]
fn signal_network_change_preemptive_downgrade() {
let mut ctrl = AdaptiveQualityController::new();
assert_eq!(ctrl.tier(), Tier::Good);
// Switch from WiFi to cellular
ctrl.network_context = NetworkContext::WiFi;
ctrl.signal_network_change(NetworkContext::CellularLte);
// Should have downgraded one tier: Good -> Degraded
assert_eq!(ctrl.tier(), Tier::Degraded);
}
#[test]
fn signal_network_change_fec_boost() {
let mut ctrl = AdaptiveQualityController::new();
assert_eq!(ctrl.fec_boost(), 0.0);
ctrl.signal_network_change(NetworkContext::CellularLte);
// FEC boost should be active
assert!(ctrl.fec_boost() > 0.0);
assert_eq!(ctrl.fec_boost(), DEFAULT_FEC_BOOST);
}
#[test]
fn tier_downgrade() {
assert_eq!(Tier::Good.downgrade(), Some(Tier::Degraded));
assert_eq!(Tier::Degraded.downgrade(), Some(Tier::Catastrophic));
assert_eq!(Tier::Catastrophic.downgrade(), None);
}
#[test]
fn network_context_default() {
assert_eq!(NetworkContext::default(), NetworkContext::Unknown);
}
}