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EMA and RSI Signals with ATR-Based Stops

Article Strategy library · Author: ChaoZhang

Summary

The document describes a strategy combining an exponential moving average (EMA), the relative strength index (RSI), candle direction, and average true range (ATR). Its stated long setup is price below the EMA with RSI under 20, followed by a candle closing above the prior close; its short setup reverses those conditions with RSI above 80. Stops and targets are set using ATR plus the current candle’s body, with the target distance scaled from that amount.

The published settings identify an RSI period of 7 and ATR length of 14, and list a BTC/USDT futures backtest window from May 2023 to June 2024. No performance results are supplied. The title and overview describe EMA and RSI crossovers, but the detailed rules and source instead use price relative to the EMA and RSI thresholds. The source also uses different stop references for long and short trades than the prose implies. The document flags lag, false signals in range-bound markets, fixed-threshold limitations, and ATR sensitivity to sharp moves; its proposed refinements include filtering, parameter tuning, and position sizing.

Key ideas

  • The stated long setup requires price below the EMA, RSI below 20, and a rising close relative to the prior candle.
  • The stated short setup uses price above the EMA, RSI above 80, and a falling close relative to the prior candle.
  • Stop and target distances are based on ATR plus candle body length.
  • The detailed rules describe threshold conditions rather than the EMA and RSI line crossovers suggested by the title.
  • The document gives backtest settings but reports no strategy performance results.

Tags

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