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Bitcoin Long Strategy Using VWMA Crossovers, ADX, and Volume Filters

Article Strategy library · Author: ChaoZhang

Summary

This Bitcoin futures strategy combines a crossover of short and longer volume-weighted moving averages with trend, price, and volume conditions. It uses an adaptive reference derived from longer lookbacks of price highs and lows, confirms directional strength with ADX and DMI, and requires volume to fall within a specified percentile range. Long positions use a stop based on the previous candle’s high, with settings that vary by timeframe; exits occur after a timeframe-dependent holding period or when price falls below the adaptive reference.

The document publishes a one-month BTC/USDT futures backtest configuration on Binance, using hourly bars and a 15-minute base period, but gives no performance statistics. It identifies risks including false signals in unclear markets, tight stops during volatile moves, fixed parameters, and exposure to major events. The rules are long-only, and the stated benefits are not supported by reported backtest results.

Key ideas

  • A VWMA crossover provides the initial long entry signal, subject to price and adaptive trend conditions.
  • ADX and DMI confirm directional strength, while a volume percentile filter screens potential entries.
  • Stops are tied to the previous candle’s high, and exits depend on holding time or a break below the adaptive reference.
  • The published backtest settings specify a short BTC/USDT futures test but report no performance metrics.
  • The document warns that fixed parameters, tight stops, and unclear trends may limit robustness.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.