diff --git a/examples/platform/silabs/SiWx917/SiWx917/rsi_if.c b/examples/platform/silabs/SiWx917/SiWx917/rsi_if.c
index f54846b34314e8..0329bea5253daa 100644
--- a/examples/platform/silabs/SiWx917/SiWx917/rsi_if.c
+++ b/examples/platform/silabs/SiWx917/SiWx917/rsi_if.c
@@ -57,6 +57,12 @@ StaticTask_t driverRsiTaskBuffer;
 /* Declare a variable to hold the data associated with the created event group. */
 StaticEventGroup_t rsiDriverEventGroup;
 
+/* Declare a flag to differentiate between after boot-up first IP connection or reconnection */
+static bool is_wifi_disconnection_event = false;
+
+/* Declare a variable to hold connection time intervals */
+static uint32_t retryInterval = WLAN_MIN_RETRY_TIMER_MS;
+
 bool hasNotifiedIPV6 = false;
 #if (CHIP_DEVICE_CONFIG_ENABLE_IPV4)
 bool hasNotifiedIPV4 = false;
@@ -162,12 +168,9 @@ static void wfx_rsi_join_cb(uint16_t status, const uint8_t * buf, const uint16_t
          * We should enable retry.. (Need config variable for this)
          */
         WFX_RSI_LOG("%s: failed. retry: %d", __func__, wfx_rsi.join_retries);
-#if (WFX_RSI_CONFIG_MAX_JOIN != 0)
-        if (++wfx_rsi.join_retries < WFX_RSI_CONFIG_MAX_JOIN)
-#endif
-        {
+        wfx_retry_interval_handler(is_wifi_disconnection_event, wfx_rsi.join_retries++);
+        if (is_wifi_disconnection_event || wfx_rsi.join_retries <= WFX_RSI_CONFIG_MAX_JOIN)
             xEventGroupSetBits(wfx_rsi.events, WFX_EVT_STA_START_JOIN);
-        }
     }
     else
     {
@@ -180,6 +183,10 @@ static void wfx_rsi_join_cb(uint16_t status, const uint8_t * buf, const uint16_t
 #else
         xEventGroupSetBits(wfx_rsi.events, WFX_EVT_STA_CONN);
 #endif
+        wfx_rsi.join_retries = 0;
+        retryInterval        = WLAN_MIN_RETRY_TIMER_MS;
+        if (is_wifi_disconnection_event)
+            is_wifi_disconnection_event = false;
     }
 }
 
@@ -195,9 +202,10 @@ static void wfx_rsi_join_cb(uint16_t status, const uint8_t * buf, const uint16_t
  *********************************************************************/
 static void wfx_rsi_join_fail_cb(uint16_t status, uint8_t * buf, uint32_t len)
 {
-    WFX_RSI_LOG("%s: error: failed status: %02x on try %d", __func__, status, wfx_rsi.join_retries);
+    WFX_RSI_LOG("%s: error: failed status: %02x", __func__, status);
     wfx_rsi.join_retries += 1;
-    wfx_rsi.dev_state &= ~WFX_RSI_ST_STA_CONNECTING;
+    wfx_rsi.dev_state &= ~(WFX_RSI_ST_STA_CONNECTING | WFX_RSI_ST_STA_CONNECTED);
+    is_wifi_disconnection_event = true;
     xEventGroupSetBits(wfx_rsi.events, WFX_EVT_STA_START_JOIN);
 }
 #ifdef RS911X_SOCKETS
@@ -420,16 +428,19 @@ static void wfx_rsi_do_join(void)
          */
         wfx_rsi.dev_state |= WFX_RSI_ST_STA_CONNECTING;
 
+        if ((status = rsi_wlan_register_callbacks(RSI_JOIN_FAIL_CB, wfx_rsi_join_fail_cb)) != RSI_SUCCESS)
+        {
+            WFX_RSI_LOG("%s: RSI callback register join failed with status: %02x", __func__, status);
+        }
+
         /* Try to connect Wifi with given Credentials
-         * until there is a success or maximum number of tries allowed
+         * untill there is a success or maximum number of tries allowed
          */
-        while (++wfx_rsi.join_retries < WFX_RSI_CONFIG_MAX_JOIN)
+        while (is_wifi_disconnection_event || wfx_rsi.join_retries <= WFX_RSI_CONFIG_MAX_JOIN)
         {
-
             /* Call rsi connect call with given ssid and password
              * And check there is a success
              */
-
             if ((status = rsi_wlan_connect_async((int8_t *) &wfx_rsi.sec.ssid[0], (rsi_security_mode_t) wfx_rsi.sec.security,
                                                  &wfx_rsi.sec.passkey[0], wfx_rsi_join_cb)) != RSI_SUCCESS)
             {
@@ -437,22 +448,17 @@ static void wfx_rsi_do_join(void)
                 wfx_rsi.dev_state &= ~WFX_RSI_ST_STA_CONNECTING;
                 WFX_RSI_LOG("%s: rsi_wlan_connect_async failed with status: %02x on try %d", __func__, status,
                             wfx_rsi.join_retries);
-                vTaskDelay(400);
-                /* TODO - Start a timer.. to retry */
+
+                wfx_retry_interval_handler(is_wifi_disconnection_event, wfx_rsi.join_retries);
+                wfx_rsi.join_retries++;
             }
             else
             {
+                WFX_RSI_LOG("%s: starting JOIN to %s after %d tries\n", __func__, (char *) &wfx_rsi.sec.ssid[0],
+                            wfx_rsi.join_retries);
                 break; // exit while loop
             }
         }
-        if (wfx_rsi.join_retries == MAX_JOIN_RETRIES_COUNT)
-        {
-            WFX_RSI_LOG("Connect failed after %d tries", wfx_rsi.join_retries);
-        }
-        else
-        {
-            WFX_RSI_LOG("%s: starting JOIN to %s after %d tries\n", __func__, (char *) &wfx_rsi.sec.ssid[0], wfx_rsi.join_retries);
-        }
         WFX_RSI_LOG("Returning the do join");
     }
 }
@@ -835,4 +841,46 @@ int32_t wfx_rsi_init_platform()
     return status;
 }
 
+/********************************************************************************************
+ * @fn  void wfx_retry_interval_handler(bool is_wifi_disconnection_event, uint16_t retryJoin)
+ * @brief
+ *      Based on condition will delay for a certain period of time.
+ * @param[in] is_wifi_disconnection_event
+ * @param[in] retryJoin
+ * @return None
+ ********************************************************************************************/
+void wfx_retry_interval_handler(bool is_wifi_disconnection_event, uint16_t retryJoin)
+{
+    if (!is_wifi_disconnection_event)
+    {
+        /* After the reboot or a commissioning time device failed to connect with AP.
+         * Device will retry to connect with AP upto WFX_RSI_CONFIG_MAX_JOIN retries.
+         */
+        if (retryJoin < MAX_JOIN_RETRIES_COUNT)
+        {
+            SILABS_LOG("%s: Next attempt after %d Seconds", __func__, CONVERT_MS_TO_SEC(WLAN_RETRY_TIMER_MS));
+            vTaskDelay(pdMS_TO_TICKS(WLAN_RETRY_TIMER_MS));
+        }
+        else
+        {
+            SILABS_LOG("Connect failed after max %d tries", retryJoin);
+        }
+    }
+    else
+    {
+        /* After disconnection
+         * At the telescopic time interval device try to reconnect with AP, upto WLAN_MAX_RETRY_TIMER_MS intervals
+         * are telescopic. If interval exceed WLAN_MAX_RETRY_TIMER_MS then it will try to reconnect at
+         * WLAN_MAX_RETRY_TIMER_MS intervals.
+         */
+        if (retryInterval > WLAN_MAX_RETRY_TIMER_MS)
+        {
+            retryInterval = WLAN_MAX_RETRY_TIMER_MS;
+        }
+        SILABS_LOG("%s: Next attempt after %d Seconds", __func__, CONVERT_MS_TO_SEC(retryInterval));
+        vTaskDelay(pdMS_TO_TICKS(retryInterval));
+        retryInterval += retryInterval;
+    }
+}
+
 struct wfx_rsi wfx_rsi;
diff --git a/src/platform/silabs/SiWx917/wifi/wfx_host_events.h b/src/platform/silabs/SiWx917/wifi/wfx_host_events.h
index 66e161d5f3b8cf..0afb3cb46c469a 100644
--- a/src/platform/silabs/SiWx917/wifi/wfx_host_events.h
+++ b/src/platform/silabs/SiWx917/wifi/wfx_host_events.h
@@ -53,6 +53,12 @@
 #define WLAN_DRIVER_TASK_PRIORITY 2
 #define MAX_JOIN_RETRIES_COUNT 5
 
+// WLAN retry time intervals in milli seconds
+#define WLAN_MAX_RETRY_TIMER_MS 30000
+#define WLAN_MIN_RETRY_TIMER_MS 1000
+#define WLAN_RETRY_TIMER_MS 5000
+#define CONVERT_MS_TO_SEC(TimeInMS) (TimeInMS / 1000)
+
 // WLAN related Macros
 #define ETH_FRAME 0
 #define CMP_SUCCESS 0
@@ -277,6 +283,8 @@ void wfx_rsi_pkt_add_data(void * p, uint8_t * buf, uint16_t len, uint16_t off);
 int32_t wfx_rsi_send_data(void * p, uint16_t len);
 #endif /* RS911X_WIFI */
 
+void wfx_retry_interval_handler(bool is_wifi_disconnection_event, uint16_t retryJoin);
+
 #ifdef __cplusplus
 }
 #endif