diff --git a/components/esp_wifi/include/esp_phy_init.h b/components/esp_wifi/include/esp_phy_init.h
index 453f87b7bc..ea988f12ce 100644
--- a/components/esp_wifi/include/esp_phy_init.h
+++ b/components/esp_wifi/include/esp_phy_init.h
@@ -153,6 +153,12 @@ esp_err_t esp_phy_store_cal_data_to_nvs(const esp_phy_calibration_data_t* cal_da
  */
 esp_err_t esp_phy_erase_cal_data_in_nvs(void);
 
+/**
+ * @brief Get phy initialize status
+ * @return  return true if phy is already initialized.
+ */
+bool esp_phy_is_initialized(void);
+
 /**
  * @brief Enable PHY and RF module
  *
diff --git a/components/esp_wifi/src/phy_init.c b/components/esp_wifi/src/phy_init.c
index b245aacde3..1096672cb4 100644
--- a/components/esp_wifi/src/phy_init.c
+++ b/components/esp_wifi/src/phy_init.c
@@ -210,6 +210,11 @@ static inline void phy_digital_regs_load(void)
     }
 }
 
+bool esp_phy_is_initialized(void)
+{
+    return s_is_phy_calibrated;
+}
+
 void esp_phy_enable(void)
 {
     _lock_acquire(&s_phy_access_lock);
diff --git a/components/soc/src/esp32/rtc_sleep.c b/components/soc/src/esp32/rtc_sleep.c
index 87ec61886f..ab4fdf7942 100644
--- a/components/soc/src/esp32/rtc_sleep.c
+++ b/components/soc/src/esp32/rtc_sleep.c
@@ -211,6 +211,12 @@ void rtc_sleep_init(rtc_sleep_config_t cfg)
     REG_SET_FIELD(RTC_CNTL_REG, RTC_CNTL_DBIAS_WAK, cfg.rtc_dbias_wak);
     REG_SET_FIELD(RTC_CNTL_REG, RTC_CNTL_DIG_DBIAS_WAK, cfg.dig_dbias_wak);
     REG_SET_FIELD(RTC_CNTL_REG, RTC_CNTL_DIG_DBIAS_SLP, cfg.dig_dbias_slp);
+
+    extern bool esp_phy_is_initialized(void);
+    if (esp_phy_is_initialized()){
+        extern void phy_close_rf(void);
+        phy_close_rf();
+    }
 }
 
 void rtc_sleep_set_wakeup_time(uint64_t t)
diff --git a/components/soc/src/esp32s2/rtc_sleep.c b/components/soc/src/esp32s2/rtc_sleep.c
index 64b2a6b9d3..52a03851d9 100644
--- a/components/soc/src/esp32s2/rtc_sleep.c
+++ b/components/soc/src/esp32s2/rtc_sleep.c
@@ -108,6 +108,12 @@ void rtc_sleep_init(rtc_sleep_config_t cfg)
         CLEAR_PERI_REG_MASK(RTC_CNTL_ANA_CONF_REG,
                             RTC_CNTL_CKGEN_I2C_PU | RTC_CNTL_PLL_I2C_PU |
                             RTC_CNTL_RFRX_PBUS_PU | RTC_CNTL_TXRF_I2C_PU);
+
+        extern bool esp_phy_is_initialized(void);
+        if (esp_phy_is_initialized()){
+            extern void phy_close_rf(void);
+            phy_close_rf();
+        }
     } else {
 	SET_PERI_REG_MASK(RTC_CNTL_REG, RTC_CNTL_REGULATOR_FORCE_PU);
         CLEAR_PERI_REG_MASK(RTC_CNTL_DIG_PWC_REG, RTC_CNTL_DG_WRAP_PD_EN);
diff --git a/docs/en/api-reference/system/sleep_modes.rst b/docs/en/api-reference/system/sleep_modes.rst
index 74ee758214..d5301916dd 100644
--- a/docs/en/api-reference/system/sleep_modes.rst
+++ b/docs/en/api-reference/system/sleep_modes.rst
@@ -19,7 +19,7 @@ Once wakeup sources are configured, application can enter sleep mode using :cpp:
 WiFi/BT and sleep modes
 -----------------------
 
-In deep sleep and light sleep modes, wireless peripherals are powered down. Before entering deep sleep or light sleep modes, applications must disable WiFi and BT using appropriate calls (:cpp:func:`esp_bluedroid_disable`, :cpp:func:`esp_bt_controller_disable`, :cpp:func:`esp_wifi_stop`). WiFi and BT connections will not be maintained in deep sleep or light sleep, even if these functions are not called.
+In deep sleep and light sleep modes, wireless peripherals are powered down. Before entering light sleep modes, applications must disable WiFi and BT using appropriate calls (:cpp:func:`esp_bluedroid_disable`, :cpp:func:`esp_bt_controller_disable`, :cpp:func:`esp_wifi_stop`). WiFi and BT connections will not be maintained in deep sleep or light sleep, even if these functions are not called.
 
 If WiFi connection needs to be maintained, enable WiFi modem sleep, and enable automatic light sleep feature (see :doc:`Power Management APIs <power_management>`). This will allow the system to wake up from sleep automatically when required by WiFi driver, thereby maintaining connection to the AP.