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EMA, RSI, Volume, and Price-Pattern Entry Filters

Article Strategy library · Author: ChaoZhang

Summary

This strategy requires several short-term signals to agree before entering a trade. It combines a short and long EMA crossover with RSI momentum confirmation, current volume above its recent average, and a price-pattern test comparing recent highs or lows with a longer lookback. Matching bullish conditions trigger a long entry; matching bearish conditions trigger a short entry. The described exits use fixed take-profit and stop-loss percentages.

The document gives parameter defaults and published backtest settings for BTC_USDT futures across a multi-year daily interval, but it reports no returns or other performance evidence. Despite its high-frequency and scalping labels, the specified chart and base periods are daily, so the configuration does not demonstrate high-frequency execution. The source strategy is titled for XRP/USD, adding an instrument-label mismatch with the published settings. The document notes risks from volatility, repeated losses in ranging markets, quote delays, and the low frequency of fully aligned signals; filters and position sizing are suggested as possible refinements.

Key ideas

  • Entries require agreement among EMA direction, RSI, volume, and a recent price-pattern condition.
  • The strategy opens long or short trades with fixed percentage profit targets and stop losses.
  • The published configuration uses daily BTC_USDT futures data and provides no performance results.
  • The high-frequency label is not supported by the daily periods in the supplied settings.
  • Volatility and ranging markets may cause repeated stop-outs, while strict signal agreement can limit trade frequency.

Tags

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