diff --git a/components/driver/esp32/touch_sensor.c b/components/driver/esp32/touch_sensor.c
index 452eff7311..bf9a91b363 100644
--- a/components/driver/esp32/touch_sensor.c
+++ b/components/driver/esp32/touch_sensor.c
@@ -70,13 +70,13 @@ static esp_err_t _touch_pad_read(touch_pad_t touch_num, uint16_t *touch_value, t
 esp_err_t touch_pad_isr_handler_register(void (*fn)(void *), void *arg, int no_use, intr_handle_t *handle_no_use)
 {
     ESP_RETURN_ON_FALSE(fn, ESP_ERR_INVALID_ARG, TOUCH_TAG,  "Touch_Pad ISR null");
-    return rtc_isr_register(fn, arg, RTC_CNTL_TOUCH_INT_ST_M);
+    return rtc_isr_register(fn, arg, RTC_CNTL_TOUCH_INT_ST_M, 0);
 }
 
 esp_err_t touch_pad_isr_register(intr_handler_t fn, void *arg)
 {
     ESP_RETURN_ON_FALSE(fn, ESP_ERR_INVALID_ARG, TOUCH_TAG,  "Touch_Pad ISR null");
-    return rtc_isr_register(fn, arg, RTC_CNTL_TOUCH_INT_ST_M);
+    return rtc_isr_register(fn, arg, RTC_CNTL_TOUCH_INT_ST_M, 0);
 }
 
 static uint32_t _touch_filter_iir(uint32_t in_now, uint32_t out_last, uint32_t k)
diff --git a/components/driver/esp32s2/touch_sensor.c b/components/driver/esp32s2/touch_sensor.c
index cbf99e263c..13322f6f60 100644
--- a/components/driver/esp32s2/touch_sensor.c
+++ b/components/driver/esp32s2/touch_sensor.c
@@ -106,10 +106,10 @@ esp_err_t touch_pad_isr_register(intr_handler_t fn, void *arg, touch_pad_intr_ma
         en_msk |= RTC_CNTL_TOUCH_APPROACH_LOOP_DONE_INT_ST_M;
     }
 #endif
-    esp_err_t ret = rtc_isr_register(fn, arg, en_msk);
+    esp_err_t ret = rtc_isr_register(fn, arg, en_msk, 0);
     /* Must ensure: After being registered, it is executed first. */
     if ( (ret == ESP_OK) && (reg_flag == false) && (intr_mask & (TOUCH_PAD_INTR_MASK_SCAN_DONE | TOUCH_PAD_INTR_MASK_TIMEOUT)) ) {
-        rtc_isr_register(touch_pad_workaround_isr_internal, NULL, RTC_CNTL_TOUCH_SCAN_DONE_INT_ST_M | RTC_CNTL_TOUCH_TIMEOUT_INT_ST_M);
+        rtc_isr_register(touch_pad_workaround_isr_internal, NULL, RTC_CNTL_TOUCH_SCAN_DONE_INT_ST_M | RTC_CNTL_TOUCH_TIMEOUT_INT_ST_M, 0);
         reg_flag = true;
     }
 
diff --git a/components/driver/esp32s3/touch_sensor.c b/components/driver/esp32s3/touch_sensor.c
index e3d485951e..f3d2dab42b 100644
--- a/components/driver/esp32s3/touch_sensor.c
+++ b/components/driver/esp32s3/touch_sensor.c
@@ -85,7 +85,7 @@ esp_err_t touch_pad_isr_register(intr_handler_t fn, void *arg, touch_pad_intr_ma
         en_msk |= RTC_CNTL_TOUCH_APPROACH_LOOP_DONE_INT_ST_M;
     }
 #endif
-    esp_err_t ret = rtc_isr_register(fn, arg, en_msk);
+    esp_err_t ret = rtc_isr_register(fn, arg, en_msk, 0);
 
     return ret;
 }
diff --git a/components/esp_hw_support/include/esp_private/rtc_ctrl.h b/components/esp_hw_support/include/esp_private/rtc_ctrl.h
index 2a0f5916c0..bea8bbdd2a 100644
--- a/components/esp_hw_support/include/esp_private/rtc_ctrl.h
+++ b/components/esp_hw_support/include/esp_private/rtc_ctrl.h
@@ -14,6 +14,8 @@
 extern "C" {
 #endif
 
+#define RTC_INTR_FLAG_IRAM   (BIT(0))  /*< Some rtc interrupts can be called with cache disabled */
+
 /**
  * @brief Register a handler for specific RTC_CNTL interrupts
  *
@@ -25,13 +27,17 @@ extern "C" {
  * @param handler_arg  argument to be passed to the handler
  * @param rtc_intr_mask  combination of RTC_CNTL_*_INT_ENA bits indicating the
  *                       sources to call the handler for
+ * @param flags  An ORred mask of the RTC_INTR_FLAG_* defines. You can pass different
+ *               flags to it to realize different purpose. If 0, the interrupt will
+ *               not handle anything special. If you pass `RTC_INTR_FLAG_IRAM`, means
+ *               the interrupt can be triggered with cache disabled.
  * @return
  *      - ESP_OK on success
  *      - ESP_ERR_NO_MEM not enough memory to allocate handler structure
  *      - other errors returned by esp_intr_alloc
  */
 esp_err_t rtc_isr_register(intr_handler_t handler, void* handler_arg,
-                            uint32_t rtc_intr_mask);
+                            uint32_t rtc_intr_mask, uint32_t flags);
 /**
  * @brief Deregister the handler previously registered using rtc_isr_register
  * @param handler  handler function to call (as passed to rtc_isr_register)
@@ -43,6 +49,24 @@ esp_err_t rtc_isr_register(intr_handler_t handler, void* handler_arg,
  */
 esp_err_t rtc_isr_deregister(intr_handler_t handler, void* handler_arg);
 
+/**
+ * @brief Disable the RTC interrupt that is allowed to be executed when cache is disabled.
+ * cache disabled. Internal interrupt handle function will call this function in interrupt
+ * handler function. Disable bits when `esp_intr_noniram_disable` is called.
+ *
+ * @param cpu CPU number.
+ */
+void rtc_isr_noniram_disable(uint32_t cpu);
+
+/**
+ * @brief Enable the RTC interrupt that is allowed to be executed when cache is disabled.
+ * cache disabled. Internal interrupt handle function will call this function in interrupt
+ * handler function. Enable bits when `esp_intr_noniram_enable` is called.
+ *
+ * @param cpu CPU number.
+ */
+void rtc_isr_noniram_enable(uint32_t cpu);
+
 #ifdef __cplusplus
 }
 #endif
diff --git a/components/esp_hw_support/intr_alloc.c b/components/esp_hw_support/intr_alloc.c
index 9c5d204e58..1801f483c9 100644
--- a/components/esp_hw_support/intr_alloc.c
+++ b/components/esp_hw_support/intr_alloc.c
@@ -20,6 +20,7 @@
 #include "esp_intr_alloc.h"
 #include "esp_attr.h"
 #include "hal/cpu_hal.h"
+#include "esp_private/rtc_ctrl.h"
 #include "hal/interrupt_controller_hal.h"
 
 #if !CONFIG_FREERTOS_UNICORE
@@ -797,6 +798,8 @@ void IRAM_ATTR esp_intr_noniram_disable(void)
     non_iram_int_disabled_flag[cpu] = true;
     oldint = interrupt_controller_hal_read_interrupt_mask();
     interrupt_controller_hal_disable_interrupts(non_iram_ints);
+    // Disable the RTC bit which don't want to be put in IRAM.
+    rtc_isr_noniram_disable(cpu);
     // Save disabled ints
     non_iram_int_disabled[cpu] = oldint & non_iram_ints;
     portEXIT_CRITICAL_SAFE(&spinlock);
@@ -812,6 +815,7 @@ void IRAM_ATTR esp_intr_noniram_enable(void)
     }
     non_iram_int_disabled_flag[cpu] = false;
     interrupt_controller_hal_enable_interrupts(non_iram_ints);
+    rtc_isr_noniram_enable(cpu);
     portEXIT_CRITICAL_SAFE(&spinlock);
 }
 
diff --git a/components/esp_hw_support/rtc_module.c b/components/esp_hw_support/rtc_module.c
index 76bdd26e8c..640f4c1db6 100644
--- a/components/esp_hw_support/rtc_module.c
+++ b/components/esp_hw_support/rtc_module.c
@@ -19,6 +19,7 @@
 #include "esp_intr_alloc.h"
 #include "sys/lock.h"
 #include "esp_private/rtc_ctrl.h"
+#include "esp_attr.h"
 
 #ifndef NDEBUG
 // Enable built-in checks in queue.h in debug builds
@@ -26,7 +27,15 @@
 #endif
 #include "sys/queue.h"
 
+#define NOT_REGISTERED      (-1)
+
 portMUX_TYPE rtc_spinlock = portMUX_INITIALIZER_UNLOCKED;
+// Disable the interrupt which cannot work without cache.
+static DRAM_ATTR uint32_t rtc_intr_cache;
+static DRAM_ATTR uint32_t rtc_intr_enabled;
+static DRAM_ATTR int rtc_isr_cpu = NOT_REGISTERED;  // Unused number
+static void s_rtc_isr_noniram_hook(uint32_t rtc_intr_mask);
+static void s_rtc_isr_noniram_hook_relieve(uint32_t rtc_intr_mask);
 
 /*---------------------------------------------------------------
                         INTERRUPT HANDLER
@@ -37,15 +46,16 @@ typedef struct rtc_isr_handler_ {
     uint32_t mask;
     intr_handler_t handler;
     void* handler_arg;
+    uint32_t flags;
     SLIST_ENTRY(rtc_isr_handler_) next;
 } rtc_isr_handler_t;
 
-static SLIST_HEAD(rtc_isr_handler_list_, rtc_isr_handler_) s_rtc_isr_handler_list =
+static DRAM_ATTR SLIST_HEAD(rtc_isr_handler_list_, rtc_isr_handler_) s_rtc_isr_handler_list =
         SLIST_HEAD_INITIALIZER(s_rtc_isr_handler_list);
-portMUX_TYPE s_rtc_isr_handler_list_lock = portMUX_INITIALIZER_UNLOCKED;
+static DRAM_ATTR portMUX_TYPE s_rtc_isr_handler_list_lock = portMUX_INITIALIZER_UNLOCKED;
 static intr_handle_t s_rtc_isr_handle;
 
-static void rtc_isr(void* arg)
+IRAM_ATTR static void rtc_isr(void* arg)
 {
     uint32_t status = REG_READ(RTC_CNTL_INT_ST_REG);
     rtc_isr_handler_t* it;
@@ -71,32 +81,37 @@ static esp_err_t rtc_isr_ensure_installed(void)
 
     REG_WRITE(RTC_CNTL_INT_ENA_REG, 0);
     REG_WRITE(RTC_CNTL_INT_CLR_REG, UINT32_MAX);
-    err = esp_intr_alloc(ETS_RTC_CORE_INTR_SOURCE, 0, &rtc_isr, NULL, &s_rtc_isr_handle);
+    err = esp_intr_alloc(ETS_RTC_CORE_INTR_SOURCE, ESP_INTR_FLAG_IRAM, &rtc_isr, NULL, &s_rtc_isr_handle);
     if (err != ESP_OK) {
         goto out;
     }
-
+    rtc_isr_cpu = esp_intr_get_cpu(s_rtc_isr_handle);
 out:
     portEXIT_CRITICAL(&s_rtc_isr_handler_list_lock);
     return err;
 }
 
-
-esp_err_t rtc_isr_register(intr_handler_t handler, void* handler_arg, uint32_t rtc_intr_mask)
+esp_err_t rtc_isr_register(intr_handler_t handler, void* handler_arg, uint32_t rtc_intr_mask, uint32_t flags)
 {
     esp_err_t err = rtc_isr_ensure_installed();
     if (err != ESP_OK) {
         return err;
     }
 
-    rtc_isr_handler_t* item = malloc(sizeof(*item));
+    rtc_isr_handler_t* item = heap_caps_malloc(sizeof(*item), MALLOC_CAP_INTERNAL);
     if (item == NULL) {
         return ESP_ERR_NO_MEM;
     }
     item->handler = handler;
     item->handler_arg = handler_arg;
     item->mask = rtc_intr_mask;
+    item->flags = flags;
     portENTER_CRITICAL(&s_rtc_isr_handler_list_lock);
+    if (flags & RTC_INTR_FLAG_IRAM) {
+        s_rtc_isr_noniram_hook(rtc_intr_mask);
+    } else {
+        s_rtc_isr_noniram_hook_relieve(rtc_intr_mask);
+    }
     SLIST_INSERT_HEAD(&s_rtc_isr_handler_list, item, next);
     portEXIT_CRITICAL(&s_rtc_isr_handler_list_lock);
     return ESP_OK;
@@ -116,6 +131,9 @@ esp_err_t rtc_isr_deregister(intr_handler_t handler, void* handler_arg)
                 SLIST_REMOVE_AFTER(prev, next);
             }
             found = true;
+            if (it->flags & RTC_INTR_FLAG_IRAM) {
+                s_rtc_isr_noniram_hook_relieve(it->mask);
+            }
             free(it);
             break;
         }
@@ -124,3 +142,37 @@ esp_err_t rtc_isr_deregister(intr_handler_t handler, void* handler_arg)
     portEXIT_CRITICAL(&s_rtc_isr_handler_list_lock);
     return found ? ESP_OK : ESP_ERR_INVALID_STATE;
 }
+
+/**
+ * @brief This helper function can be used to avoid the interrupt to be triggered with cache disabled.
+ *        There are lots of different signals on RTC module (i.e. sleep_wakeup, wdt, brownout_detect, etc.)
+ *        We might want some of them can be triggered with cache disabled, some are not. Therefore, this function
+ *        is created to avoid those which do not want to be triggered with cache disabled.
+ *
+ * @param rtc_intr_mask the mask of the rtc interrupt.
+ */
+static void s_rtc_isr_noniram_hook(uint32_t rtc_intr_mask)
+{
+    rtc_intr_cache |= rtc_intr_mask;
+}
+
+static void s_rtc_isr_noniram_hook_relieve(uint32_t rtc_intr_mask)
+{
+    rtc_intr_cache &= ~rtc_intr_mask;
+}
+
+IRAM_ATTR void rtc_isr_noniram_disable(uint32_t cpu)
+{
+    if (rtc_isr_cpu == cpu) {
+        rtc_intr_enabled |= RTCCNTL.int_ena.val;
+        RTCCNTL.int_ena.val &= rtc_intr_cache;
+    }
+}
+
+IRAM_ATTR void rtc_isr_noniram_enable(uint32_t cpu)
+{
+    if (rtc_isr_cpu == cpu) {
+        RTCCNTL.int_ena.val = rtc_intr_enabled;
+        rtc_intr_enabled = 0;
+    }
+}
diff --git a/components/esp_system/xt_wdt.c b/components/esp_system/xt_wdt.c
index 67d9977fb8..90bbb8e443 100644
--- a/components/esp_system/xt_wdt.c
+++ b/components/esp_system/xt_wdt.c
@@ -62,7 +62,7 @@ esp_err_t esp_xt_wdt_init(const esp_xt_wdt_config_t *cfg)
         xt_wdt_hal_enable_backup_clk(&s_hal_ctx, rtc_clk_frequency_khz);
     }
 
-    ESP_GOTO_ON_ERROR(rtc_isr_register(rtc_xt_wdt_default_isr_handler, NULL, XT_WDT_LL_XTAL32_DEAD_INTR_MASK), err, TAG, "Failed to register isr");
+    ESP_GOTO_ON_ERROR(rtc_isr_register(rtc_xt_wdt_default_isr_handler, NULL, XT_WDT_LL_XTAL32_DEAD_INTR_MASK, 0), err, TAG, "Failed to register isr");
 
     xt_wdt_hal_enable(&s_hal_ctx, 1);